diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b27bef3688501914335928bd6e015ac6511b2ccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:39.063779+00:00", + "ended_at": "2026-05-19T16:02:42.500095+00:00", + "elapsed_ms": 3436.29, + "returncode": 1, + "prompt_metrics": { + "chars": 15069, + "bytes_utf8": 15069, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e52d739ae9753037363ed9ef8112e4d3a0eddc9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:43.502888+00:00", + "ended_at": "2026-05-19T16:02:46.856958+00:00", + "elapsed_ms": 3354.02, + "returncode": 1, + "prompt_metrics": { + "chars": 15069, + "bytes_utf8": 15069, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78da036a16551d3507efeb713a6c13891e3cb49c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V24.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "V24", + "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": 0.150969, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78da036a16551d3507efeb713a6c13891e3cb49c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V24.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "V24", + "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": 0.150969, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c6ce33ae6fe97a7f0b1acf4f9e90805a00fae0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9669-72c3-a152-ae8c0c646dbf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..530f2aa7a97da651c365f815b7e0825509b4169b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9669-72c3-a152-ae8c0c646dbf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4f06e6ec63942653f57bbd9b573a3c76b9a48f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-a7af-7143-8858-5c85f26b1907"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23dc526cf0b408ec6214579585a625a6d7162775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-a7af-7143-8858-5c85f26b1907"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_009aa1d7bfbe9b84/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..896f050ced2571716105fe59e199da7926666af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15125, "bytes_utf8": 15125, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 306, "bytes_utf8": 306, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17117, "cached_input_tokens": 12032, "output_tokens": 191, "reasoning_output_tokens": 102}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97a750d025a3123670235648eb69057ccac932ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_09cc22e51e3ce823", + "api_calls": 0, + "input_tokens": 17117, + "cached_input_tokens": 12032, + "output_tokens": 191, + "total_tokens": 17308, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7290.22, + "sql_execution_elapsed_ms_total": 156.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7014dfc9c013955275423daa36ddea3b5f105c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:48.309382+00:00", + "ended_at": "2026-05-19T16:04:55.599628+00:00", + "elapsed_ms": 7290.22, + "prompt_metrics": { + "chars": 15125, + "bytes_utf8": 15125, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 659, + "bytes_utf8": 659, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 306, + "bytes_utf8": 306, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17117, + "cached_input_tokens": 12032, + "output_tokens": 191, + "reasoning_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04b97619b9d39407f42e19ab6c4bf0cb841c7de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Class", + "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": 0.141649, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95c8ab992d753d6dd642be090f8bbca0633e0f26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-8f42-7ad0-afc3-ccbd3cc8755f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n16\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"Class\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17117,"cached_input_tokens":12032,"output_tokens":191,"reasoning_output_tokens":102}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fb6e6522e32e0562dbb93c27cd55dfd0828820b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"Class\",\n COUNT(*) AS support\nFROM \"n16\"\nGROUP BY \"Class\"\nORDER BY support ASC, \"Class\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"Class\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_09cc22e51e3ce823/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb1da5338c2c58f9a26f4146b37e56c8bb8e5b86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15046, "bytes_utf8": 15046, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17079, "cached_input_tokens": 15744, "output_tokens": 192, "reasoning_output_tokens": 116}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8d8b43f90436f35eb759e4feeade2b191a9d647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_0bc2bc172af0110b", + "api_calls": 0, + "input_tokens": 17079, + "cached_input_tokens": 15744, + "output_tokens": 192, + "total_tokens": 17271, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22348.79, + "sql_execution_elapsed_ms_total": 143.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9acd5e9c1b8410397ad43aea5ed2c8ea716eb870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:28.443505+00:00", + "ended_at": "2026-05-19T15:33:50.792323+00:00", + "elapsed_ms": 22348.79, + "prompt_metrics": { + "chars": 15046, + "bytes_utf8": 15046, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1971, + "bytes_utf8": 1971, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 286, + "bytes_utf8": 286, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17079, + "cached_input_tokens": 15744, + "output_tokens": 192, + "reasoning_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a896ecf0cdead93e8a8b4cfaff9ee5487608162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Class.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Class", + "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": 0.663909, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fab0701e21d8ea66666002f5112b12582de730c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40de-e003-7251-8feb-b6566b496e5c"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17714. Please try again in 531ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17714. Please try again in 531ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1982842, Requested 17714. Please try again in 16ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17714. Please try again in 531ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n16\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the provided grouped-count template with group_col bound to \\\"Class\\\" to measure class count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17079,"cached_input_tokens":15744,"output_tokens":192,"reasoning_output_tokens":116}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..229d13ddf8ed2408ceae36d23142d3107ee09c01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Class\", COUNT(*) AS \"row_count\"\nFROM \"n16\"\nGROUP BY \"Class\"\nORDER BY \"row_count\" DESC;","notes":"Applies the provided grouped-count template with group_col bound to \"Class\" to measure class count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_0bc2bc172af0110b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca8b0f6241d9e3d59b950f7cbbc6f4c4c4ccf800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15069, "bytes_utf8": 15069, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 12032, "output_tokens": 292, "reasoning_output_tokens": 181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c4cd67fffb591db412c70eabb4fb637cf5d6074 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_1648028c6095292e", + "api_calls": 0, + "input_tokens": 17097, + "cached_input_tokens": 12032, + "output_tokens": 292, + "total_tokens": 17389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8142.81, + "sql_execution_elapsed_ms_total": 149.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33e822e452824e2e2a066a22b407e11efd1bd87f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:44.044744+00:00", + "ended_at": "2026-05-19T16:01:52.187580+00:00", + "elapsed_ms": 8142.81, + "prompt_metrics": { + "chars": 15069, + "bytes_utf8": 15069, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 367, + "bytes_utf8": 367, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17097, + "cached_input_tokens": 12032, + "output_tokens": 292, + "reasoning_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4997806470685476bfaf611f5749680b8043e052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V18.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "V18", + "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": 0.663909, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..094155c395d5d533d764445159eaea3b55d6ab9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-bf76-7a21-9665-1f6dab06fc4a"} +{"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(\\\"V18\\\" AS REAL) <= 0.663909 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n16\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col=\\\"V18\\\" and threshold 0.663909. CAST(\\\"V18\\\" AS REAL) is applied because the schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":12032,"output_tokens":292,"reasoning_output_tokens":181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..721b7972ce2813c651eae6f456f3ba15efbb1f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"V18\" AS REAL) <= 0.663909 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n16\";","notes":"Used the planned Threshold Rarity CDF template with measure_col=\"V18\" and threshold 0.663909. CAST(\"V18\" AS REAL) is applied because the schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1648028c6095292e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78d5b8fd6e9b966bcc002af81a620b3a711e5200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15306, "bytes_utf8": 15306, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1767, "bytes_utf8": 1767, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17142, "cached_input_tokens": 15744, "output_tokens": 1104, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f29de2b58a90f99296c70056f85efb66b3c631af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_174a8a96df78039f", + "api_calls": 0, + "input_tokens": 17142, + "cached_input_tokens": 15744, + "output_tokens": 1104, + "total_tokens": 18246, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19267.38, + "sql_execution_elapsed_ms_total": 1129.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37aeb4e976f56112133e5114ace1404a71580075 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:21.593101+00:00", + "ended_at": "2026-05-19T15:57:40.860516+00:00", + "elapsed_ms": 19267.38, + "prompt_metrics": { + "chars": 15306, + "bytes_utf8": 15306, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2377, + "bytes_utf8": 2377, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1767, + "bytes_utf8": 1767, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17142, + "cached_input_tokens": 15744, + "output_tokens": 1104, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81514f9fcb036c6d418b0f821113b7a37caeb9da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Class, measure_col=Time.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Class", + "measure_col": "Time", + "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": 62140.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f870b160f962f0dcdbea069e882914eb9f88488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-be50-7d21-b2e2-13d390469974"} +{"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 \\\"Class\\\",\\n CAST(\\\"Time\\\" AS REAL) AS \\\"time_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Time\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n16\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Time\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Class\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"Class\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"time_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"time_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"Class\\\" = p.\\\"Class\\\"\\n GROUP BY\\n p.\\\"Class\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"Class\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 continuous percentile per \\\"Class\\\" using window functions and linear interpolation. \\\"Time\\\" is cast from TEXT to REAL before ordering and calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17142,"cached_input_tokens":15744,"output_tokens":1104,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8279cd2beead87bffcbc509e6a8dc6a48c20efcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"Class\",\n CAST(\"Time\" AS REAL) AS \"time_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"Time\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n16\"\n WHERE \"Class\" IS NOT NULL\n AND \"Time\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Class\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) > CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"Class\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"time_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"time_value\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"Class\" = p.\"Class\"\n GROUP BY\n p.\"Class\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"Class\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 continuous percentile per \"Class\" using window functions and linear interpolation. \"Time\" is cast from TEXT to REAL before ordering and calculation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_174a8a96df78039f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f028a9eab4b8dd6014f0167ddbf2873a951e88e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15212, "bytes_utf8": 15212, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17118, "cached_input_tokens": 12032, "output_tokens": 280, "reasoning_output_tokens": 171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..037689060542793a97797af735a1b46544c5ff16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_1ba3245ac74db2f7", + "api_calls": 0, + "input_tokens": 17118, + "cached_input_tokens": 12032, + "output_tokens": 280, + "total_tokens": 17398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8550.94, + "sql_execution_elapsed_ms_total": 644.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fc09545e0cc5899ff937763aa16ccdd9ffc6740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:30.412565+00:00", + "ended_at": "2026-05-19T15:43:38.963538+00:00", + "elapsed_ms": 8550.94, + "prompt_metrics": { + "chars": 15212, + "bytes_utf8": 15212, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 419, + "bytes_utf8": 419, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17118, + "cached_input_tokens": 12032, + "output_tokens": 280, + "reasoning_output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09d5c096af08fe46864aeee2cb7718f676cb9458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V24.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V24", + "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": 0.150969, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5000cf307eea5d8eae1411b4a3fea7c02485eb0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-0f77-7203-b9ed-414cff59443a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"V24\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"Class\\\" and measure_col bound to \\\"V24\\\". CAST to REAL is included because the schema snapshot shows \\\"V24\\\" is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17118,"cached_input_tokens":12032,"output_tokens":280,"reasoning_output_tokens":171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec90d3ed74d52d4b3018bc085318a07d3c943c8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Class\",\n AVG(CAST(\"V24\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"Class\" and measure_col bound to \"V24\". CAST to REAL is included because the schema snapshot shows \"V24\" is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_1ba3245ac74db2f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1ed4b3769dbcbdc2485265887b7718c2a3ded83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15206, "bytes_utf8": 15206, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17116, "cached_input_tokens": 15744, "output_tokens": 384, "reasoning_output_tokens": 282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f98e3d08e7258a010fa8f1a30e1bbec8f5e4ca24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_227fe236383aeb77", + "api_calls": 0, + "input_tokens": 17116, + "cached_input_tokens": 15744, + "output_tokens": 384, + "total_tokens": 17500, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9644.13, + "sql_execution_elapsed_ms_total": 648.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3458c5b7b919f2c76dd25a91cab7f01ebb3fb211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:25.519382+00:00", + "ended_at": "2026-05-19T15:42:35.163542+00:00", + "elapsed_ms": 9644.13, + "prompt_metrics": { + "chars": 15206, + "bytes_utf8": 15206, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17116, + "cached_input_tokens": 15744, + "output_tokens": 384, + "reasoning_output_tokens": 282 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a89b5eed2d8299a29997800903a40d7b72a836c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=V21.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V21", + "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": 0.13515, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e73cfbe34b8def2ceaa19a1efe2003b901d1ab14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-120a-7700-b532-a5c13205a5cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"V21\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"V21\\\". Cast \\\"V21\\\" to REAL because the schema snapshot stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17116,"cached_input_tokens":15744,"output_tokens":384,"reasoning_output_tokens":282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67902231799909e5a8dc81cfe608f49a86b8218d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Class\",\n AVG(CAST(\"V21\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"Class\" and measure_col=\"V21\". Cast \"V21\" to REAL because the schema snapshot stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_227fe236383aeb77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d72cb5310075e481bebb893e18f2d06526e375c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:22.245547+00:00", + "ended_at": "2026-05-19T16:00:25.459068+00:00", + "elapsed_ms": 3213.49, + "returncode": 1, + "prompt_metrics": { + "chars": 15365, + "bytes_utf8": 15365, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36e84d78757d5d16f4667250f50b5707bf330148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:26.461519+00:00", + "ended_at": "2026-05-19T16:00:29.571538+00:00", + "elapsed_ms": 3109.99, + "returncode": 1, + "prompt_metrics": { + "chars": 15365, + "bytes_utf8": 15365, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f6a54602187568209a4b6ac6c4bbd61ec085fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +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": "n16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Class, condition_col=Class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 0.96774, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f6a54602187568209a4b6ac6c4bbd61ec085fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +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": "n16", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Class, condition_col=Class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 0.96774, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cf6b5862fa24f11a8fd5d5dbcaf552c3fc117f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7fe3-7642-8225-c3014334d0c7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38b4ae613c5ae51c499c65e5a35ff1c72de8cf7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7fe3-7642-8225-c3014334d0c7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0976ec4e83fdd316ae935d3cc48deb953288dbf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-906d-7ab3-b3cb-cb6e9db055cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5356cb16f93e44aacb392bb1368e1411f906379a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-906d-7ab3-b3cb-cb6e9db055cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_2fd2369167507b60/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ff38e3bc96f9f57011df541380729efb8239d0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15936, "bytes_utf8": 15936, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17313, "cached_input_tokens": 15744, "output_tokens": 441, "reasoning_output_tokens": 266}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a702027fa237ac9e09b5d3d036acbac74fc4c77c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_3a98df6efd4d6fd9", + "api_calls": 0, + "input_tokens": 17313, + "cached_input_tokens": 15744, + "output_tokens": 441, + "total_tokens": 17754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10387.3, + "sql_execution_elapsed_ms_total": 181.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3995db6b9ba74ca387d4e53cfcb129055019bc2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:17.713238+00:00", + "ended_at": "2026-05-19T15:40:28.100574+00:00", + "elapsed_ms": 10387.3, + "prompt_metrics": { + "chars": 15936, + "bytes_utf8": 15936, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1007, + "bytes_utf8": 1007, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17313, + "cached_input_tokens": 15744, + "output_tokens": 441, + "reasoning_output_tokens": 266 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..286ffa6bd21ee9fbbf32e2424924111e4b5fc5e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +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": "n16", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Class, condition_col=Class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 1.342641, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86eba39692273061c37d7067f43b978e860e3cc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-1eab-78d0-b448-18a703416da8"} +{"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 \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n16\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required template with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\", comparing positive_value='0' to negative_value='1' on the single table \\\"n16\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17313,"cached_input_tokens":15744,"output_tokens":441,"reasoning_output_tokens":266}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28296ca2a0197c9e3189dacf2189443a6aa175b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"Class\",\n SUM(CASE WHEN \"Class\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Class\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n16\"\n GROUP BY \"Class\"\n)\nSELECT \"Class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the required template with group_col=\"Class\" and condition_col=\"Class\", comparing positive_value='0' to negative_value='1' on the single table \"n16\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_3a98df6efd4d6fd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..decebb2dc43a06bc92648b1346de58f610664915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:03.096142+00:00", + "ended_at": "2026-05-19T16:05:12.343848+00:00", + "elapsed_ms": 9247.68, + "returncode": 1, + "prompt_metrics": { + "chars": 15293, + "bytes_utf8": 15293, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 5, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29db3df9772b0264f9d292f9d80c041b009d843f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:13.347086+00:00", + "ended_at": "2026-05-19T16:05:16.471338+00:00", + "elapsed_ms": 3124.2, + "returncode": 1, + "prompt_metrics": { + "chars": 15293, + "bytes_utf8": 15293, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..490ad901866267c1876a4efcbc915f94654e759a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Class", + "measure_col": "V12", + "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": 0.406569, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..490ad901866267c1876a4efcbc915f94654e759a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Class", + "measure_col": "V12", + "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": 0.406569, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ef6ca3f2768b9d8e20950c5fc0d82e5c87dc3f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40fb-c8ff-7df1-9cd1-707d1575bce5"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17786. Please try again in 533ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3a7655ed0d814f775f0cba485ae07b571ceb4ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_1.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40fb-c8ff-7df1-9cd1-707d1575bce5"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17786. Please try again in 533ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0021dc06a46c5c660fd988b78923e8c06185332e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f0fa-7a70-988e-d8472230395c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fb61470bd311abc9bbb8320777b5c53fdc8f618 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-f0fa-7a70-988e-d8472230395c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4bef2728b3f5a062/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca4e2cd7842bbd37904654d67efe730b63918d1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15213, "bytes_utf8": 15213, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": null}, "usage": {"input_tokens": 17118, "cached_input_tokens": 12032, "output_tokens": 300, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02feedc25711e9887fb548ea1f8950c5aacc0f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_4e7549f81e477355", + "api_calls": 0, + "input_tokens": 17118, + "cached_input_tokens": 12032, + "output_tokens": 300, + "total_tokens": 17418, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10596.54, + "sql_execution_elapsed_ms_total": 633.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad6795fdfd6c2ca309d596a4fc3010394c8e9a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:50.330938+00:00", + "ended_at": "2026-05-19T15:43:00.927508+00:00", + "elapsed_ms": 10596.54, + "prompt_metrics": { + "chars": 15213, + "bytes_utf8": 15213, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17118, + "cached_input_tokens": 12032, + "output_tokens": 300, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e60905a484971a3511c2c04c41a69f5d466195b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V22.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V22", + "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": -0.241564, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d27c5b4e575adb0d8bad9de47ea7b2546b083cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-72ed-7c92-a8ad-ae2d40ea4bf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"V22\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"V22\\\". Cast \\\"V22\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17118,"cached_input_tokens":12032,"output_tokens":300,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cb7110064d464b3c1e632280d461e8c9542fbcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"Class\",\n AVG(CAST(\"V22\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"Class\" and measure_col=\"V22\". Cast \"V22\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_4e7549f81e477355/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cd10be7d174d6fdcc553662c2dfe14887741a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15210, "bytes_utf8": 15210, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": null}, "usage": {"input_tokens": 17117, "cached_input_tokens": 12032, "output_tokens": 271, "reasoning_output_tokens": 167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc4c0f22d987ab87bb65fe13912a7516d4ae8550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_57a3f72f2c3d6454", + "api_calls": 0, + "input_tokens": 17117, + "cached_input_tokens": 12032, + "output_tokens": 271, + "total_tokens": 17388, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12922.36, + "sql_execution_elapsed_ms_total": 634.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d0d736838725b37e19afed8394f6eef3d787331 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:10.438930+00:00", + "ended_at": "2026-05-19T15:41:23.361328+00:00", + "elapsed_ms": 12922.36, + "prompt_metrics": { + "chars": 15210, + "bytes_utf8": 15210, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17117, + "cached_input_tokens": 12032, + "output_tokens": 271, + "reasoning_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf675632c733749deef09e32b55ae03f79b616ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=V18.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V18", + "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": 0.54024, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfb753b2b9d996167127a7e26bc94cf9b989b21d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-ecd0-77b2-bb52-67d57a4242d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"V18\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"V18\\\". Cast \\\"V18\\\" to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17117,"cached_input_tokens":12032,"output_tokens":271,"reasoning_output_tokens":167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5832683a617ccf42cffbdae47a1403bc3db5626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"Class\",\n AVG(CAST(\"V18\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"Class\" and measure_col=\"V18\". Cast \"V18\" to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_57a3f72f2c3d6454/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e477f10c818be6e421fa952f3258f93f641c23d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15070, "bytes_utf8": 15070, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15070, "bytes_utf8": 15070, "lines": 466, "estimated_tokens": null}} +{"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": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 12032, "output_tokens": 251, "reasoning_output_tokens": 140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7f52d337f11df0b3150a45c4e2d00d1531d3b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:22.248662+00:00", + "ended_at": "2026-05-19T16:02:30.335912+00:00", + "elapsed_ms": 8087.2, + "prompt_metrics": { + "chars": 15070, + "bytes_utf8": 15070, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17097, + "cached_input_tokens": 12032, + "output_tokens": 251, + "reasoning_output_tokens": 140 + } + }, + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fedbc9fb3f12cfbc2322b359616978fcca8da475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-40c6-7d82-862a-8247832e04ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4124c854d82335ba1f5946b9e5e472c0ea0f615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"V22\" AS REAL) <= -0.241564 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n16\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"V22\" and measure_threshold fixed at -0.241564. CAST to REAL is applied because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_59f331f583bafa28/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2459196f01e6cecc2e9f1420e4c030f18965d43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15681, "bytes_utf8": 15681, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 717, "bytes_utf8": 717, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17244, "cached_input_tokens": 16768, "output_tokens": 726, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39df3b10903078f1f3abcf021c1e3c6ecd1e0984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_7669aac06c99d314", + "api_calls": 0, + "input_tokens": 17244, + "cached_input_tokens": 16768, + "output_tokens": 726, + "total_tokens": 17970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12900.8, + "sql_execution_elapsed_ms_total": 248.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..868b41efab64c250acd810d74f2a399ec58089a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:01.906658+00:00", + "ended_at": "2026-05-19T15:49:14.807489+00:00", + "elapsed_ms": 12900.8, + "prompt_metrics": { + "chars": 15681, + "bytes_utf8": 15681, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1138, + "bytes_utf8": 1138, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17244, + "cached_input_tokens": 16768, + "output_tokens": 726, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..670032478d283ba43b30fefdcecfa4f74c7d9a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V17.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Class", + "measure_col": "V17", + "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": 0.439373, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef3305049ba8bec9038d132c346c7d7ddf2aa83d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-1e4f-7ea3-b698-13129e791b7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"V17\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n16\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"V17\\\" IS NOT NULL\\n GROUP BY \\\"Class\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Class\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=Class and measure_col=V17. CAST(\\\"V17\\\" AS REAL) is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17244,"cached_input_tokens":16768,"output_tokens":726,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc67149ca5fa3ecd3dbdc3d927a820b17a49a7da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"Class\", SUM(CAST(\"V17\" AS REAL)) AS \"group_value\"\n FROM \"n16\"\n WHERE \"Class\" IS NOT NULL\n AND \"V17\" IS NOT NULL\n GROUP BY \"Class\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"Class\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=Class and measure_col=V17. CAST(\"V17\" AS REAL) is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_7669aac06c99d314/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..674a3bf0f6f9d8840dbee325f2fa86b69c61fbad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15126, "bytes_utf8": 15126, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 12032, "output_tokens": 218, "reasoning_output_tokens": 117}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..047003f55e55b3c075ddfad1b8cff04cb5b9896f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_90698ddfbc2df651", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 12032, + "output_tokens": 218, + "total_tokens": 17324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7194.66, + "sql_execution_elapsed_ms_total": 216.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e58abfd414716cc598c0aca03d4fc017e9aefe0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:21.753928+00:00", + "ended_at": "2026-05-19T15:29:28.948625+00:00", + "elapsed_ms": 7194.66, + "prompt_metrics": { + "chars": 15126, + "bytes_utf8": 15126, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 12032, + "output_tokens": 218, + "reasoning_output_tokens": 117 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aab81164a98552c1397e9e7574bd6796058a3f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=V3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Class", + "measure_col": "V3", + "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": 0.404081, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73dff794a11e4c89aff8a17d03a1cbc4280d8cd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-1c69-75f1-828e-311a7a0d3087"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"V3\\\" AS REAL)) AS total_measure\\nFROM \\\"n16\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"V3\\\". CAST(\\\"V3\\\" AS REAL) is applied because the schema snapshot stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":12032,"output_tokens":218,"reasoning_output_tokens":117}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b72be5cf1e0d971a9fd5fa01860e6c5c98ed1fd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"V3\" AS REAL)) AS total_measure\nFROM \"n16\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;","notes":"Used the requested grouped numeric sum template with group_col=\"Class\" and measure_col=\"V3\". CAST(\"V3\" AS REAL) is applied because the schema snapshot stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_90698ddfbc2df651/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fa3d5c6ec4d217d18c704faf3abbab8b007bbb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15126, "bytes_utf8": 15126, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17106, "cached_input_tokens": 12032, "output_tokens": 298, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bec2fc9011b27ac0157b6130e632c6aac48ed87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_92d6f056e9262f3d", + "api_calls": 0, + "input_tokens": 17106, + "cached_input_tokens": 12032, + "output_tokens": 298, + "total_tokens": 17404, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21485.26, + "sql_execution_elapsed_ms_total": 219.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b66060d8f6b1e61278ec3a72cc72bae33cb63a56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:21.756205+00:00", + "ended_at": "2026-05-19T15:30:43.241526+00:00", + "elapsed_ms": 21485.26, + "prompt_metrics": { + "chars": 15126, + "bytes_utf8": 15126, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2045, + "bytes_utf8": 2045, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 355, + "bytes_utf8": 355, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17106, + "cached_input_tokens": 12032, + "output_tokens": 298, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d1b21fd938ba9365034e3136c99cde6455ab900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=V5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Class", + "measure_col": "V5", + "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": 0.372091, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9218c18f0191bfcc44f87f8d293798fc9f4258e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dc-06bf-75e3-b13b-77c58af9c706"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1992850, Requested 17741. Please try again in 317ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17741. Please try again in 532ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988423, Requested 17741. Please try again in 184ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990825, Requested 17741. Please try again in 256ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"V5\\\" AS REAL)) AS total_measure\\nFROM \\\"n16\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped-sum template with group_col=\\\"Class\\\" and measure_col=\\\"V5\\\". CAST(\\\"V5\\\" AS REAL) is used because the SQLite schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17106,"cached_input_tokens":12032,"output_tokens":298,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9f08f6e3daacf7cb6bd9fc1db5f2791da99348 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"V5\" AS REAL)) AS total_measure\nFROM \"n16\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;","notes":"Applied the planned grouped-sum template with group_col=\"Class\" and measure_col=\"V5\". CAST(\"V5\" AS REAL) is used because the SQLite schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_92d6f056e9262f3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff3a866d1c720409a6eae6dce0fe5d0f4055500d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15212, "bytes_utf8": 15212, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17117, "cached_input_tokens": 15744, "output_tokens": 295, "reasoning_output_tokens": 190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b614cac77a6a39c2ee391e7245cacb8245f19646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_950e8340490073e0", + "api_calls": 0, + "input_tokens": 17117, + "cached_input_tokens": 15744, + "output_tokens": 295, + "total_tokens": 17412, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8779.95, + "sql_execution_elapsed_ms_total": 634.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00d536ce137e10b0cc4903b460d15c30085519e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:15.237366+00:00", + "ended_at": "2026-05-19T15:44:24.017339+00:00", + "elapsed_ms": 8779.95, + "prompt_metrics": { + "chars": 15212, + "bytes_utf8": 15212, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17117, + "cached_input_tokens": 15744, + "output_tokens": 295, + "reasoning_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29973fb4bec6684d6a8a4a6823bcefd4ee96d9d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V25.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V25", + "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": 0.172232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d7a6bc61e4ed6101d5de1f740a92902a152821c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-be80-77a0-83d3-c66cfaac4c59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"V25\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"V25\\\". CAST(\\\"V25\\\" AS REAL) is used because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17117,"cached_input_tokens":15744,"output_tokens":295,"reasoning_output_tokens":190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc214996f97cb9702a5fd86b43f1c9b4ef61b30e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Class\",\n AVG(CAST(\"V25\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Window Partition Average template with group_col=\"Class\" and measure_col=\"V25\". CAST(\"V25\" AS REAL) is used because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_950e8340490073e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25075263e0426e7bb91a30ee0baaf03f19cf3419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15306, "bytes_utf8": 15306, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15306, "bytes_utf8": 15306, "lines": 468, "estimated_tokens": null}} +{"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": 794, "bytes_utf8": 794, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17142, "cached_input_tokens": 15744, "output_tokens": 751, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4a35cda36e5b550a84f77aef37cc5631284cdfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_99b7ef471cb01d20", + "api_calls": 0, + "input_tokens": 17142, + "cached_input_tokens": 15744, + "output_tokens": 751, + "total_tokens": 17893, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19867.97, + "sql_execution_elapsed_ms_total": 710.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d777a242d4779c038bc33245b4517c44c8cfc241 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:42.050179+00:00", + "ended_at": "2026-05-19T15:57:46.420414+00:00", + "elapsed_ms": 4370.2, + "returncode": 1, + "prompt_metrics": { + "chars": 15306, + "bytes_utf8": 15306, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b9d13d6c11b9ed432b0a906ba5c3b6ed57bd046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:47.422760+00:00", + "ended_at": "2026-05-19T15:58:02.920567+00:00", + "elapsed_ms": 15497.77, + "prompt_metrics": { + "chars": 15306, + "bytes_utf8": 15306, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1230, + "bytes_utf8": 1230, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 794, + "bytes_utf8": 794, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17142, + "cached_input_tokens": 15744, + "output_tokens": 751, + "reasoning_output_tokens": 516 + } + }, + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1354e0d638a374848fa013562b54993adc56a8ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=Time.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Class", + "measure_col": "Time", + "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": 59530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1354e0d638a374848fa013562b54993adc56a8ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=Time.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Class", + "measure_col": "Time", + "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": 59530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb74fc30001922ac2c6021e6114c0a4161eb589d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0e55-7d22-a052-899bd680ab1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6281aff43adecc207483dadb6fc0ff736ead5318 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0e55-7d22-a052-899bd680ab1c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad3464e1c113bdb21d93c5a58c350d133137bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2347-7930-bc3f-6abc42f28a7f"} +{"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 \\\"Class\\\",\\n CAST(\\\"Time\\\" AS REAL) AS \\\"time_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Time\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n16\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Time\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"time_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((9 * \\\"cnt\\\") + 9) / 10\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile equivalent per \\\"Class\\\" via window functions, casting \\\"Time\\\" from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17142,"cached_input_tokens":15744,"output_tokens":751,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86392cc9a179f1cbeb43e0c3d588f59a2d95d006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Class\",\n CAST(\"Time\" AS REAL) AS \"time_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"Time\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n16\"\n WHERE \"Class\" IS NOT NULL\n AND \"Time\" IS NOT NULL\n)\nSELECT\n \"Class\",\n MIN(\"time_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((9 * \"cnt\") + 9) / 10\nGROUP BY \"Class\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile equivalent per \"Class\" via window functions, casting \"Time\" from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_99b7ef471cb01d20/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10a39ff90c9a11b4c0fc0a58b8f9bc50424ec279 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:44.172794+00:00", + "ended_at": "2026-05-19T16:05:47.647036+00:00", + "elapsed_ms": 3474.21, + "returncode": 1, + "prompt_metrics": { + "chars": 15296, + "bytes_utf8": 15296, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74a7b12ec0b0532f7a6bd8fe3afca36befa24103 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:48.649538+00:00", + "ended_at": "2026-05-19T16:05:52.110303+00:00", + "elapsed_ms": 3460.72, + "returncode": 1, + "prompt_metrics": { + "chars": 15296, + "bytes_utf8": 15296, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0dd7e152d8f8ae37ee8ef476be6b4120fb0900a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V13.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Class", + "measure_col": "V13", + "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": -0.247925, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0dd7e152d8f8ae37ee8ef476be6b4120fb0900a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V13.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Class", + "measure_col": "V13", + "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": -0.247925, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92beb5e49656cab760810da18a3ebba018771f4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-696f-74e3-a589-5e24085bf2b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aff185f61877ba2258168c14aaa01340cbc5e81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-696f-74e3-a589-5e24085bf2b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47c8f70dfd388d3b91da447e2f8a1303c57cb9c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7ae0-7e91-9ecf-dcf368e0a9dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f80c486030dfe9726aa0c8070a6861fc525bce96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7ae0-7e91-9ecf-dcf368e0a9dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_9de0e408ec2ad3b2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8de5f49b89e43b10efa48939bba2dfb8de97a7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15212, "bytes_utf8": 15212, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17118, "cached_input_tokens": 15744, "output_tokens": 565, "reasoning_output_tokens": 412}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44f650e626155bcf1a6e82f1279666cbff522fa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_aaf43770634b3508", + "api_calls": 0, + "input_tokens": 17118, + "cached_input_tokens": 15744, + "output_tokens": 565, + "total_tokens": 17683, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14509.99, + "sql_execution_elapsed_ms_total": 687.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4fc0d7909ae16d0bf3345a54b4dd7538f2a5852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:52.041549+00:00", + "ended_at": "2026-05-19T15:42:06.551575+00:00", + "elapsed_ms": 14509.99, + "prompt_metrics": { + "chars": 15212, + "bytes_utf8": 15212, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 922, + "bytes_utf8": 922, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 547, + "bytes_utf8": 547, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17118, + "cached_input_tokens": 15744, + "output_tokens": 565, + "reasoning_output_tokens": 412 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e97f9cc2b0a04901c65522172f5a320a9bf54ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V20.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V20", + "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": 0.836355, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f626ca4d41783fe56f8c46d4db233083bfea8a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-8f37-7db0-a665-fb4cf188e0a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"V20\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nWHERE \\\"Class\\\" IS NOT NULL\\n AND TRIM(\\\"Class\\\") <> ''\\n AND \\\"V20\\\" IS NOT NULL\\n AND TRIM(\\\"V20\\\") <> ''\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"V20\\\". CAST is applied because the schema stores values as TEXT, and null/empty rows are filtered for a stable numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17118,"cached_input_tokens":15744,"output_tokens":565,"reasoning_output_tokens":412}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1399560708b8f47cab8fd53f709921fe8e7b8e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"Class\",\n AVG(CAST(\"V20\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nWHERE \"Class\" IS NOT NULL\n AND TRIM(\"Class\") <> ''\n AND \"V20\" IS NOT NULL\n AND TRIM(\"V20\") <> ''\nORDER BY avg_measure DESC;","notes":"Uses the requested Window Partition Average template with group_col=\"Class\" and measure_col=\"V20\". CAST is applied because the schema stores values as TEXT, and null/empty rows are filtered for a stable numeric average."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_aaf43770634b3508/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64899dc8c2c331f0cc2e7c499a9b5b34b686130d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15300, "bytes_utf8": 15300, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_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": null}, "usage": {"input_tokens": 17161, "cached_input_tokens": 12032, "output_tokens": 348, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76ab8af054dc07b8c233f1fc30167f1dd8f4ba84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_bf16d2ec551e87f5", + "api_calls": 0, + "input_tokens": 17161, + "cached_input_tokens": 12032, + "output_tokens": 348, + "total_tokens": 17509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8516.11, + "sql_execution_elapsed_ms_total": 608.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cab70d337d777e7b7ffd209f7666389af276090f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:45.946464+00:00", + "ended_at": "2026-05-19T15:44:54.462599+00:00", + "elapsed_ms": 8516.11, + "prompt_metrics": { + "chars": 15300, + "bytes_utf8": 15300, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17161, + "cached_input_tokens": 12032, + "output_tokens": 348, + "reasoning_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bea3668949b6c8b78edbaeaf4c17b5e491596c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "V1", + "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": 1.198791, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64233e684d9e85eded06eaab039edc93c7210424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-368d-7f60-8e44-88336ee413b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"V1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V1\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n16\\\"\\n)\\nSELECT \\\"V1\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"V1\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"V1\\\" and num_tiles=10. CAST(\\\"V1\\\" AS REAL) is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17161,"cached_input_tokens":12032,"output_tokens":348,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..751c78aaa5b4ca1f435ad76aa72925613a5b8994 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"V1\",\n NTILE(10) OVER (ORDER BY CAST(\"V1\" AS REAL) DESC) AS tail_bucket\n FROM \"n16\"\n)\nSELECT \"V1\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"V1\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"V1\" and num_tiles=10. CAST(\"V1\" AS REAL) is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_bf16d2ec551e87f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eadbdca4e9f0c5622ff3eb7877554b29103b852c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15295, "bytes_utf8": 15295, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15295, "bytes_utf8": 15295, "lines": 468, "estimated_tokens": null}} +{"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": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17150, "cached_input_tokens": 12032, "output_tokens": 940, "reasoning_output_tokens": 794}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07caa9e540f18c65fe343d0c3f7dc3d42060a8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_cadea79603cf7013", + "api_calls": 0, + "input_tokens": 17150, + "cached_input_tokens": 12032, + "output_tokens": 940, + "total_tokens": 18090, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19559.24, + "sql_execution_elapsed_ms_total": 252.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a144036fdb763802d0747fc0ea8eb7f2c53aa7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:23.298151+00:00", + "ended_at": "2026-05-19T16:05:26.066501+00:00", + "elapsed_ms": 2768.32, + "returncode": 1, + "prompt_metrics": { + "chars": 15295, + "bytes_utf8": 15295, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80c75e95c79a88d5cc8647cfcc26dbbdfd5d033e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:27.068875+00:00", + "ended_at": "2026-05-19T16:05:43.859837+00:00", + "elapsed_ms": 16790.92, + "prompt_metrics": { + "chars": 15295, + "bytes_utf8": 15295, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 874, + "bytes_utf8": 874, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 493, + "bytes_utf8": 493, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17150, + "cached_input_tokens": 12032, + "output_tokens": 940, + "reasoning_output_tokens": 794 + } + }, + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7d464a2063a4656862d466e1b070af9adce028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V13.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Class", + "measure_col": "V13", + "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": 0.130003, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7d464a2063a4656862d466e1b070af9adce028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V13.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Class", + "measure_col": "V13", + "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": 0.130003, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed58476b482b2e7c1485974e5fd9cb76f0fb9011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-17f3-7cb1-b52e-708b11a8c097"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c4a135bda063ef4738ca642065e3456f2254d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-17f3-7cb1-b52e-708b11a8c097"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e52517831bb66fa142a501a7d5ef6169ea28cd6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-26a6-7a11-98c8-2d4a10bcf04e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"V13\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n16\\\"\\nWHERE \\\"Class\\\" IS NOT NULL AND \\\"V13\\\" IS NOT NULL\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"V13\\\" AS REAL)) > 0.130003\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 13;\",\"notes\":\"Applies the Thresholded Group Ranking template with \\\"Class\\\" as the group column and \\\"V13\\\" as the measure, casting \\\"V13\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17150,"cached_input_tokens":12032,"output_tokens":940,"reasoning_output_tokens":794}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..57dbf343d43ce6352e3b5a33e03b67b81ab78773 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Class\", SUM(CAST(\"V13\" AS REAL)) AS \"total_measure\"\nFROM \"n16\"\nWHERE \"Class\" IS NOT NULL AND \"V13\" IS NOT NULL\nGROUP BY \"Class\"\nHAVING SUM(CAST(\"V13\" AS REAL)) > 0.130003\nORDER BY \"total_measure\" DESC\nLIMIT 13;","notes":"Applies the Thresholded Group Ranking template with \"Class\" as the group column and \"V13\" as the measure, casting \"V13\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_cadea79603cf7013/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3992d5cb7f7e38d30cc9155727e4ecc73216e2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15305, "bytes_utf8": 15305, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 989, "bytes_utf8": 989, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17144, "cached_input_tokens": 12032, "output_tokens": 1519, "reasoning_output_tokens": 1222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6a178e6bc3fe855311ff81d077b89a278fca2f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_d2c8ce84251a78e9", + "api_calls": 0, + "input_tokens": 17144, + "cached_input_tokens": 12032, + "output_tokens": 1519, + "total_tokens": 18663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 49553.27, + "sql_execution_elapsed_ms_total": 1045.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7994b2ac1228cc9fbf4c1a78be5dde726b0830df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:11.253525+00:00", + "ended_at": "2026-05-19T15:52:00.806827+00:00", + "elapsed_ms": 49553.27, + "prompt_metrics": { + "chars": 15305, + "bytes_utf8": 15305, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1456, + "bytes_utf8": 1456, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 989, + "bytes_utf8": 989, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17144, + "cached_input_tokens": 12032, + "output_tokens": 1519, + "reasoning_output_tokens": 1222 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b6a6e8655fb045c58128d3d4394366ff61bc3c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=V24.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Class", + "measure_col": "V24", + "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": 0.083704, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b92dd5e9a216f5db96271b1ab5ceb8b290f956d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-17ac-7410-a883-1fcc92663b3e"} +{"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 \\\"Class\\\" AS \\\"class_value\\\",\\n CAST(\\\"V24\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"V24\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n16\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"V24\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"class_value\\\",\\n MIN(CASE WHEN (\\\"rn\\\" * 1.0) / \\\"cnt\\\" >= 0.9 THEN \\\"measure_value\\\" END) AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"class_value\\\"\\n)\\nSELECT\\n \\\"class_value\\\" AS \\\"Class\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Implements the grouped 90th-percentile point for \\\"Class\\\" over \\\"V24\\\" in SQLite by emulating PERCENTILE_CONT with a nearest-rank style window calculation. CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17144,"cached_input_tokens":12032,"output_tokens":1519,"reasoning_output_tokens":1222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11c5e33930273cb90f911ccfbb0684fed6a547ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Class\" AS \"class_value\",\n CAST(\"V24\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"V24\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n16\"\n WHERE \"Class\" IS NOT NULL\n AND \"V24\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"class_value\",\n MIN(CASE WHEN (\"rn\" * 1.0) / \"cnt\" >= 0.9 THEN \"measure_value\" END) AS \"percentile_measure\"\n FROM \"ranked\"\n GROUP BY \"class_value\"\n)\nSELECT\n \"class_value\" AS \"Class\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"Implements the grouped 90th-percentile point for \"Class\" over \"V24\" in SQLite by emulating PERCENTILE_CONT with a nearest-rank style window calculation. CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_d2c8ce84251a78e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4432e877049dd369fcc91d938a91f3c5f852bc1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15303, "bytes_utf8": 15303, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1875, "bytes_utf8": 1875, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17144, "cached_input_tokens": 15744, "output_tokens": 3078, "reasoning_output_tokens": 2444}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44444cd2d9618bf30b4ece1c9920c9643df2b731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_e48fc73719819564", + "api_calls": 0, + "input_tokens": 17144, + "cached_input_tokens": 15744, + "output_tokens": 3078, + "total_tokens": 20222, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 41245.52, + "sql_execution_elapsed_ms_total": 1379.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a04c3492511652753fb746ad88474b5b961742e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:01.910422+00:00", + "ended_at": "2026-05-19T15:52:43.155971+00:00", + "elapsed_ms": 41245.52, + "prompt_metrics": { + "chars": 15303, + "bytes_utf8": 15303, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2567, + "bytes_utf8": 2567, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1875, + "bytes_utf8": 1875, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17144, + "cached_input_tokens": 15744, + "output_tokens": 3078, + "reasoning_output_tokens": 2444 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abcd298fac82ac74b3004c5417fb69e3ca0274c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=V25.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Class", + "measure_col": "V25", + "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": 0.338835, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb0ec8f8480cdaa664211e5451c4199d39518fc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-dd93-7013-a3af-a3990230c505"} +{"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 \\\"Class\\\" AS \\\"class_group\\\",\\n CAST(\\\"V25\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"V25\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n16\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"V25\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT DISTINCT\\n \\\"class_group\\\",\\n 1.0 + 0.9 * (\\\"cnt\\\" - 1) AS \\\"rank_pos\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_pos\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n + CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_pos\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"class_group\\\" AS \\\"Class\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_pos\\\" = \\\"p\\\".\\\"upper_pos\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_pos\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_pos\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n + (\\\"p\\\".\\\"rank_pos\\\" - \\\"p\\\".\\\"lower_pos\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_pos\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n - MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_pos\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\" AS \\\"p\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"class_group\\\" = \\\"p\\\".\\\"class_group\\\"\\nGROUP BY\\n \\\"p\\\".\\\"class_group\\\",\\n \\\"p\\\".\\\"rank_pos\\\",\\n \\\"p\\\".\\\"lower_pos\\\",\\n \\\"p\\\".\\\"upper_pos\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 90th percentile with window functions and linear interpolation, grouping by \\\"Class\\\" and casting text-stored \\\"V25\\\" values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17144,"cached_input_tokens":15744,"output_tokens":3078,"reasoning_output_tokens":2444}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b667cc8e454a92446f5eab8f48ae785184b7279 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Class\" AS \"class_group\",\n CAST(\"V25\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"V25\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n16\"\n WHERE \"Class\" IS NOT NULL\n AND \"V25\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT DISTINCT\n \"class_group\",\n 1.0 + 0.9 * (\"cnt\" - 1) AS \"rank_pos\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) AS \"lower_pos\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER)\n + CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_pos\"\n FROM \"ranked\"\n)\nSELECT\n \"p\".\"class_group\" AS \"Class\",\n CASE\n WHEN \"p\".\"lower_pos\" = \"p\".\"upper_pos\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_pos\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_pos\" THEN \"r\".\"measure\" END)\n + (\"p\".\"rank_pos\" - \"p\".\"lower_pos\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_pos\" THEN \"r\".\"measure\" END)\n - MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_pos\" THEN \"r\".\"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"percentile_points\" AS \"p\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"class_group\" = \"p\".\"class_group\"\nGROUP BY\n \"p\".\"class_group\",\n \"p\".\"rank_pos\",\n \"p\".\"lower_pos\",\n \"p\".\"upper_pos\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 90th percentile with window functions and linear interpolation, grouping by \"Class\" and casting text-stored \"V25\" values to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e48fc73719819564/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc37b79f9c6ef5e2ccd02cbe38b998e07a353746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15380, "bytes_utf8": 15380, "lines": 471, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15380, "bytes_utf8": 15380, "lines": 471, "estimated_tokens": null}} +{"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": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17166, "cached_input_tokens": 12032, "output_tokens": 241, "reasoning_output_tokens": 132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..27a77c5a37cf64934262f6471ca20fd4256db434 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_e4e63a4b9e60cfd1", + "api_calls": 0, + "input_tokens": 17166, + "cached_input_tokens": 12032, + "output_tokens": 241, + "total_tokens": 17407, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10318.04, + "sql_execution_elapsed_ms_total": 149.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57d2cdd124bd874779ccb98f0518c01a920c3104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:02.647769+00:00", + "ended_at": "2026-05-19T16:00:05.408660+00:00", + "elapsed_ms": 2760.86, + "returncode": 1, + "prompt_metrics": { + "chars": 15380, + "bytes_utf8": 15380, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b47787e075c2ffa850e0d07afa0da64b7d196c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:06.411155+00:00", + "ended_at": "2026-05-19T16:00:13.968368+00:00", + "elapsed_ms": 7557.18, + "prompt_metrics": { + "chars": 15380, + "bytes_utf8": 15380, + "lines": 471, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 768, + "bytes_utf8": 768, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17166, + "cached_input_tokens": 12032, + "output_tokens": 241, + "reasoning_output_tokens": 132 + } + }, + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d350f229ed2005e651c4389a9d98415b8a5cd3c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +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": "n16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, condition_col=Class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 0.125246, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d350f229ed2005e651c4389a9d98415b8a5cd3c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,471 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +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": "n16", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, condition_col=Class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 0.125246, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b9ad2e8eb6d49dad12e80962aeef75bc6780afa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-3377-79d2-b6fe-d45f672bab72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a829e9c4e9da147321456ab60aac74039ed41f07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-3377-79d2-b6fe-d45f672bab72"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6702021489beda72a403e7c365561143c6c1b8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-4208-7e60-b9db-76d3918d93bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n16\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\", using condition_value='0' to compute the within-group proportion of rows labeled 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17166,"cached_input_tokens":12032,"output_tokens":241,"reasoning_output_tokens":132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd30162dc6e05ab627ebd189e620a6e7d294d8a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Class\",\n AVG(CASE WHEN \"Class\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n16\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"Class\" and condition_col=\"Class\", using condition_value='0' to compute the within-group proportion of rows labeled 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4e63a4b9e60cfd1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45f478a79fcfbe72bcda92136099eece77f247eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:33.173526+00:00", + "ended_at": "2026-05-19T16:04:36.545756+00:00", + "elapsed_ms": 3372.2, + "returncode": 1, + "prompt_metrics": { + "chars": 15125, + "bytes_utf8": 15125, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..961117d246753a88d20d1363eec2e3b3f02f40f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:37.548324+00:00", + "ended_at": "2026-05-19T16:04:40.772178+00:00", + "elapsed_ms": 3223.81, + "returncode": 1, + "prompt_metrics": { + "chars": 15125, + "bytes_utf8": 15125, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bedc63bcc22c14c473a939e6df4044724ff52418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Class", + "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": 0.702271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bedc63bcc22c14c473a939e6df4044724ff52418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Class", + "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": 0.702271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeff34ffe306a60ec5e4ee5564931eb576ebb7c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-5434-7752-acda-a26fef3c0a40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..013de7824839d6a45dd80ed7cf148c931fe1bc19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-5434-7752-acda-a26fef3c0a40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0959787d7648c2c63eeb553d6f063ef5d3f2ab06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6536-79f1-aaa7-9f2d616eb52b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86821eba8a9330d2db6a028f322df4c9bb57edf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6536-79f1-aaa7-9f2d616eb52b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e4fa617748e275e6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5ce3e9671477c2d92f7838d6d61088c8f3db3b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15300, "bytes_utf8": 15300, "lines": 466, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17161, "cached_input_tokens": 12032, "output_tokens": 413, "reasoning_output_tokens": 251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f121b9111efcc18b68ccdce5b6515460623fd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_e559aa8adb37514b", + "api_calls": 0, + "input_tokens": 17161, + "cached_input_tokens": 12032, + "output_tokens": 413, + "total_tokens": 17574, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13558.09, + "sql_execution_elapsed_ms_total": 670.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8004f56600a97c76c3a9049c96edb92d8ed2b887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:51.291133+00:00", + "ended_at": "2026-05-19T15:46:04.849265+00:00", + "elapsed_ms": 13558.09, + "prompt_metrics": { + "chars": 15300, + "bytes_utf8": 15300, + "lines": 466, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1253, + "bytes_utf8": 1253, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 548, + "bytes_utf8": 548, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17161, + "cached_input_tokens": 12032, + "output_tokens": 413, + "reasoning_output_tokens": 251 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a02f5d7d6912e8ffceb8c08acf9f756b2f7c57e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,466 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V5.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "V5", + "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": 0.702271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..002236269d7d9b541eda03cb979ead561e1cab86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-35bd-7601-8667-2e7b30e4de70"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990298, Requested 17796. Please try again in 242ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"V5\\\" AS REAL) AS \\\"V5\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V5\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n16\\\"\\n WHERE \\\"V5\\\" IS NOT NULL\\n)\\nSELECT \\\"V5\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"V5\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"V5\\\" and num_tiles=10. CAST(\\\"V5\\\" AS REAL) is applied because the schema stores values as TEXT, but the tail slice requires numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17161,"cached_input_tokens":12032,"output_tokens":413,"reasoning_output_tokens":251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7de15807f5325b680a895e284181e257ee1aa83c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"V5\" AS REAL) AS \"V5\",\n NTILE(10) OVER (ORDER BY CAST(\"V5\" AS REAL) DESC) AS tail_bucket\n FROM \"n16\"\n WHERE \"V5\" IS NOT NULL\n)\nSELECT \"V5\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"V5\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"V5\" and num_tiles=10. CAST(\"V5\" AS REAL) is applied because the schema stores values as TEXT, but the tail slice requires numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e559aa8adb37514b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6730c728c43d54fbf0e779ccef335044b4078e92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15684, "bytes_utf8": 15684, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 821, "bytes_utf8": 821, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17244, "cached_input_tokens": 15744, "output_tokens": 727, "reasoning_output_tokens": 498}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06d3f9e0b06f4e3e0ef80b1629a80fafced7dcfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_ea0011d6b21496a7", + "api_calls": 0, + "input_tokens": 17244, + "cached_input_tokens": 15744, + "output_tokens": 727, + "total_tokens": 17971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13514.47, + "sql_execution_elapsed_ms_total": 303.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3056a7a6fa2394d6c80acf575bd1904c7d7b19e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:44.224392+00:00", + "ended_at": "2026-05-19T15:47:57.738919+00:00", + "elapsed_ms": 13514.47, + "prompt_metrics": { + "chars": 15684, + "bytes_utf8": 15684, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1218, + "bytes_utf8": 1218, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17244, + "cached_input_tokens": 15744, + "output_tokens": 727, + "reasoning_output_tokens": 498 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6574702a070c2ea347c9e29a70167aa587526d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V14.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Class", + "measure_col": "V14", + "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": -0.075135, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..003033f13a6fdf070615f1dfad11a5366417705d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-ef6e-7c02-870b-36c848bd1026"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"filtered\\\" AS (\\n SELECT \\\"Class\\\", CAST(\\\"V14\\\" AS REAL) AS \\\"V14_value\\\"\\n FROM \\\"n16\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"V14\\\" IS NOT NULL\\n AND TRIM(\\\"V14\\\") <> ''\\n), grouped AS (\\n SELECT \\\"Class\\\", SUM(\\\"V14_value\\\") AS group_value\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the provided template with group_col=Class and measure_col=V14. CAST to REAL is needed because the SQLite schema stores V14 as TEXT; null/empty V14 values are filtered out for stable aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17244,"cached_input_tokens":15744,"output_tokens":727,"reasoning_output_tokens":498}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c24dd5c315d726e7e04f163fd2524e76a99e3b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"filtered\" AS (\n SELECT \"Class\", CAST(\"V14\" AS REAL) AS \"V14_value\"\n FROM \"n16\"\n WHERE \"Class\" IS NOT NULL\n AND \"V14\" IS NOT NULL\n AND TRIM(\"V14\") <> ''\n), grouped AS (\n SELECT \"Class\", SUM(\"V14_value\") AS group_value\n FROM \"filtered\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the provided template with group_col=Class and measure_col=V14. CAST to REAL is needed because the SQLite schema stores V14 as TEXT; null/empty V14 values are filtered out for stable aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_ea0011d6b21496a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92d81b719afd68e1dd85dc622a7f1018b29add37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15211, "bytes_utf8": 15211, "lines": 468, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17117, "cached_input_tokens": 12032, "output_tokens": 320, "reasoning_output_tokens": 214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9399df4ef9d54555cd7fefb1cdf9a8eb279076d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_f57928efca9ef213", + "api_calls": 0, + "input_tokens": 17117, + "cached_input_tokens": 12032, + "output_tokens": 320, + "total_tokens": 17437, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17506.45, + "sql_execution_elapsed_ms_total": 657.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c486f21dff56623afb2be811e719e772f6eb05c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:07.296100+00:00", + "ended_at": "2026-05-19T15:42:24.802586+00:00", + "elapsed_ms": 17506.45, + "prompt_metrics": { + "chars": 15211, + "bytes_utf8": 15211, + "lines": 468, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1430, + "bytes_utf8": 1430, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17117, + "cached_input_tokens": 12032, + "output_tokens": 320, + "reasoning_output_tokens": 214 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfed69ecd3b1569a413ab9df88b60fc68c1ace39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,468 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n16 +- dataset_name: Creditcardfraud +- table_name: n16 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 30 feature columns and target `Class`. +- task_type: classification +- target_column: Class +- main_row_count: 284807 +- important_fields: +- Time: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Time. +- V1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V1. +- V2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V2. +- V3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V3. +- V4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V4. +- V5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V5. +- V6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V6. +- V7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V7. +- V8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V8. +- V9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V9. +- V10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V10. +- V11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V11. +- V12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V12. +- V13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V13. +- V14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V14. +- V15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V15. +- V16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V16. +- V17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V17. +- V18: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V18. +- V19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V19. +- V20: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V20. +- V21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V21. +- V22: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V22. +- V23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V23. +- V24: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V24. +- V25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V25. +- V26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V26. +- V27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V27. +- V28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for V28. +- Amount: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Amount. +- Class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Class. +- useful_field_combinations: [['Class', 'Time', 'Class'], ['Time', 'V1', 'Class']] +- fields_requiring_caution: ['Class', 'Time', 'V1', 'V2'] +- source_url: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud + +SQLite schema snapshot: +{ + "table_name": "n16", + "quoted_table_name": "\"n16\"", + "row_count": 284807, + "columns": [ + { + "name": "Time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Amount", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Time": "0", + "V1": "-1.3598071336738", + "V2": "-0.0727811733098497", + "V3": "2.53634673796914", + "V4": "1.37815522427443", + "V5": "-0.338320769942518", + "V6": "0.462387777762292", + "V7": "0.239598554061257", + "V8": "0.0986979012610507", + "V9": "0.363786969611213", + "V10": "0.0907941719789316", + "V11": "-0.551599533260813", + "V12": "-0.617800855762348", + "V13": "-0.991389847235408", + "V14": "-0.311169353699879", + "V15": "1.46817697209427", + "V16": "-0.470400525259478", + "V17": "0.207971241929242", + "V18": "0.0257905801985591", + "V19": "0.403992960255733", + "V20": "0.251412098239705", + "V21": "-0.018306777944153", + "V22": "0.277837575558899", + "V23": "-0.110473910188767", + "V24": "0.0669280749146731", + "V25": "0.128539358273528", + "V26": "-0.189114843888824", + "V27": "0.133558376740387", + "V28": "-0.0210530534538215", + "Amount": "149.62", + "Class": "0" + }, + { + "Time": "0", + "V1": "1.19185711131486", + "V2": "0.26615071205963", + "V3": "0.16648011335321", + "V4": "0.448154078460911", + "V5": "0.0600176492822243", + "V6": "-0.0823608088155687", + "V7": "-0.0788029833323113", + "V8": "0.0851016549148104", + "V9": "-0.255425128109186", + "V10": "-0.166974414004614", + "V11": "1.61272666105479", + "V12": "1.06523531137287", + "V13": "0.48909501589608", + "V14": "-0.143772296441519", + "V15": "0.635558093258208", + "V16": "0.463917041022171", + "V17": "-0.114804663102346", + "V18": "-0.183361270123994", + "V19": "-0.145783041325259", + "V20": "-0.0690831352230203", + "V21": "-0.225775248033138", + "V22": "-0.638671952771851", + "V23": "0.101288021253234", + "V24": "-0.339846475529127", + "V25": "0.167170404418143", + "V26": "0.125894532368176", + "V27": "-0.00898309914322813", + "V28": "0.0147241691924927", + "Amount": "2.69", + "Class": "0" + }, + { + "Time": "1", + "V1": "-1.35835406159823", + "V2": "-1.34016307473609", + "V3": "1.77320934263119", + "V4": "0.379779593034328", + "V5": "-0.503198133318193", + "V6": "1.80049938079263", + "V7": "0.791460956450422", + "V8": "0.247675786588991", + "V9": "-1.51465432260583", + "V10": "0.207642865216696", + "V11": "0.624501459424895", + "V12": "0.066083685268831", + "V13": "0.717292731410831", + "V14": "-0.165945922763554", + "V15": "2.34586494901581", + "V16": "-2.89008319444231", + "V17": "1.10996937869599", + "V18": "-0.121359313195888", + "V19": "-2.26185709530414", + "V20": "0.524979725224404", + "V21": "0.247998153469754", + "V22": "0.771679401917229", + "V23": "0.909412262347719", + "V24": "-0.689280956490685", + "V25": "-0.327641833735251", + "V26": "-0.139096571514147", + "V27": "-0.0553527940384261", + "V28": "-0.0597518405929204", + "Amount": "378.66", + "Class": "0" + }, + { + "Time": "1", + "V1": "-0.966271711572087", + "V2": "-0.185226008082898", + "V3": "1.79299333957872", + "V4": "-0.863291275036453", + "V5": "-0.0103088796030823", + "V6": "1.24720316752486", + "V7": "0.23760893977178", + "V8": "0.377435874652262", + "V9": "-1.38702406270197", + "V10": "-0.0549519224713749", + "V11": "-0.226487263835401", + "V12": "0.178228225877303", + "V13": "0.507756869957169", + "V14": "-0.28792374549456", + "V15": "-0.631418117709045", + "V16": "-1.0596472454325", + "V17": "-0.684092786345479", + "V18": "1.96577500349538", + "V19": "-1.2326219700892", + "V20": "-0.208037781160366", + "V21": "-0.108300452035545", + "V22": "0.00527359678253453", + "V23": "-0.190320518742841", + "V24": "-1.17557533186321", + "V25": "0.647376034602038", + "V26": "-0.221928844458407", + "V27": "0.0627228487293033", + "V28": "0.0614576285006353", + "Amount": "123.5", + "Class": "0" + }, + { + "Time": "2", + "V1": "-1.15823309349523", + "V2": "0.877736754848451", + "V3": "1.548717846511", + "V4": "0.403033933955121", + "V5": "-0.407193377311653", + "V6": "0.0959214624684256", + "V7": "0.592940745385545", + "V8": "-0.270532677192282", + "V9": "0.817739308235294", + "V10": "0.753074431976354", + "V11": "-0.822842877946363", + "V12": "0.53819555014995", + "V13": "1.3458515932154", + "V14": "-1.11966983471731", + "V15": "0.175121130008994", + "V16": "-0.451449182813529", + "V17": "-0.237033239362776", + "V18": "-0.0381947870352842", + "V19": "0.803486924960175", + "V20": "0.408542360392758", + "V21": "-0.00943069713232919", + "V22": "0.79827849458971", + "V23": "-0.137458079619063", + "V24": "0.141266983824769", + "V25": "-0.206009587619756", + "V26": "0.502292224181569", + "V27": "0.219422229513348", + "V28": "0.215153147499206", + "Amount": "69.99", + "Class": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n16", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Class, measure_col=V20.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Class", + "measure_col": "V20", + "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": 0.523546, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb76f93f58e4dcb65677edd3d33a34a358cf3b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e6-cab7-7041-a4db-20d46725a112"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17752. Please try again in 532ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997807, Requested 17752. Please try again in 466ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"V20\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n16\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"V20\\\". CAST(\\\"V20\\\" AS REAL) is applied because the schema snapshot stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17117,"cached_input_tokens":12032,"output_tokens":320,"reasoning_output_tokens":214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec040eeb4d44e19e41639f5863461a871dcc45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"Class\",\n AVG(CAST(\"V20\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n16\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col=\"Class\" and measure_col=\"V20\". CAST(\"V20\" AS REAL) is applied because the schema snapshot stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_f57928efca9ef213/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64476dfeb49dfa4eae4bdff5f323c2685764f366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=Solidity. +Result preview: [{"Class": "DERMASON", "total_measure": 3504.2495973446403}, {"Class": "SIRA", "total_measure": 2604.2912502462927}, {"Class": "SEKER", "total_measure": 2007.4408196432141}, {"Class": "HOROZ", "total_measure": 1900.0061162136512}, {"Class": "CALI", "total_measure": 1605.583831650607}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c005c09686096469f6b52f96abdcb64dde4cccef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_060990fc5fbb4971 +-- problem_id: v2p_n10_4960b4a8d6478545 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Solidity" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Solidity" AS REAL)) > 0.989386 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbaae82911f0cc493fe2015c442f9736b3ab7803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking.\nSELECT \"Class\", SUM(CAST(\"Solidity\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nHAVING SUM(CAST(\"Solidity\" AS REAL)) > 0.989386\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking.\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Solidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"Solidity\\\" AS REAL)) > 0.989386\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 3504.2495973446403}, {\"Class\": \"SIRA\", \"total_measure\": 2604.2912502462927}, {\"Class\": \"SEKER\", \"total_measure\": 2007.4408196432141}, {\"Class\": \"HOROZ\", \"total_measure\": 1900.0061162136512}, {\"Class\": \"CALI\", \"total_measure\": 1605.583831650607}, {\"Class\": \"BARBUNYA\", \"total_measure\": 1299.266935938048}, {\"Class\": \"BOMBAY\", \"total_measure\": 515.1626927696586}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b11077aa9f9e095fc432acf5ecd3d68d8e0fd472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:04:44.444324+00:00", + "ended_at": "2026-05-19T16:04:54.386145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_060990fc5fbb4971", + "problem_id": "v2p_n10_4960b4a8d6478545", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=Solidity.", + "bindings": { + "group_col": "Class", + "measure_col": "Solidity", + "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": 0.989386, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_060990fc5fbb4971.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_060990fc5fbb4971", + "api_calls": 0, + "input_tokens": 15432, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 15865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9922.91, + "sql_execution_elapsed_ms_total": 12.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4181855a12f37686fafecbed83d3545d6d04bc5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:54.372554+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9922.91, "started_at": "2026-05-19T16:04:44.448559+00:00", "ended_at": "2026-05-19T16:04:54.371511+00:00", "prompt_metrics": {"chars": 11066, "bytes_utf8": 11066, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15432, "cached_input_tokens": 12032, "output_tokens": 433, "reasoning_output_tokens": 309}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking.\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Solidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"Solidity\\\" AS REAL)) > 0.989386\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"Class\\\" and measure_col=\\\"Solidity\\\". Cast \\\"Solidity\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc45c7ffdd40dc9e92ce9f43529fd2af871e2b73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_060990fc5fbb4971", + "api_calls": 0, + "input_tokens": 15432, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 15865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9922.91, + "sql_execution_elapsed_ms_total": 12.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_060990fc5fbb4971/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05b86451004187d3a901ea2987d3f907c16530ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=ShapeFactor3. +Result preview: [{"Class": "BOMBAY", "ShapeFactor4": "0.99613243428009335", "total_measure": 0.8214069550461693, "share_within_group": 0.25009377769644986}, {"Class": "BOMBAY", "ShapeFactor4": "0.99412642938663309", "total_measure": 0.8019539291290094, "share_within_group": 0.2441709148458717}, {"Class": "BOMBAY", "ShapeFactor4": "0.99659027970841052", "total_measure": 0.7920677034035184, "share_within_group": 0.24116085567403414}, {"Class": "BOMBAY", "ShapeFactor4": "0.99768592419703483", "total_measure": 0.7744782362756951, "share_within_group": 0.235805390572795}, {"Class": "BOMBAY", "ShapeFactor4": "0.99838929882908334", "total_measure": 0.7703883682546332, "share_within_group": 0.23456014844599835}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..568161699ac322673e6cd963eb74082488fdb9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_071b6ef5e8850827 +-- problem_id: v2p_n10_d90c53b452d793c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor4", + SUM(CAST("ShapeFactor3" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor3" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor3" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbe17741a9baa2fd6ec8b61e39e354cf4ebb94a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"ShapeFactor4\",\n SUM(CAST(\"ShapeFactor3\" AS REAL)) AS total_measure,\n SUM(CAST(\"ShapeFactor3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ShapeFactor3\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"ShapeFactor4\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor4\\\",\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor3\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor4\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"ShapeFactor4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99613243428009335\", \"total_measure\": 0.8214069550461693, \"share_within_group\": 0.25009377769644986}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99412642938663309\", \"total_measure\": 0.8019539291290094, \"share_within_group\": 0.2441709148458717}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99659027970841052\", \"total_measure\": 0.7920677034035184, \"share_within_group\": 0.24116085567403414}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99768592419703483\", \"total_measure\": 0.7744782362756951, \"share_within_group\": 0.235805390572795}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99838929882908334\", \"total_measure\": 0.7703883682546332, \"share_within_group\": 0.23456014844599835}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99698566537679423\", \"total_measure\": 0.7531046663300321, \"share_within_group\": 0.22929777967696363}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99732325693937718\", \"total_measure\": 0.7515613975743108, \"share_within_group\": 0.22882790063497577}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99517560675739436\", \"total_measure\": 0.738740141067416, \"share_within_group\": 0.22492421263364362}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99207340917514908\", \"total_measure\": 0.737748417878249, \"share_within_group\": 0.22462226267171032}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99658125065005654\", \"total_measure\": 0.7376850691439993, \"share_within_group\": 0.22460297488243186}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99789706379020404\", \"total_measure\": 0.7353183995822419, \"share_within_group\": 0.22388239499493154}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.98784063634658681\", \"total_measure\": 0.731864274881895, \"share_within_group\": 0.2228307176386133}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99782577118052684\", \"total_measure\": 0.7235391938475083, \"share_within_group\": 0.22029598019485522}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99776382522689366\", \"total_measure\": 0.7233844915351701, \"share_within_group\": 0.22024887798142337}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99744162005686676\", \"total_measure\": 0.719002080340851, \"share_within_group\": 0.21891456523391942}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99721669614205199\", \"total_measure\": 0.7177906669997215, \"share_within_group\": 0.21854572621085816}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99307701493242595\", \"total_measure\": 0.7172139118514896, \"share_within_group\": 0.21837012156940602}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99647224537818446\", \"total_measure\": 0.7170191587525101, \"share_within_group\": 0.21831082509286334}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99318528334072176\", \"total_measure\": 0.7169066267263973, \"share_within_group\": 0.21827656246658597}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99532622356912659\", \"total_measure\": 0.7165473252817863, \"share_within_group\": 0.2181671659548295}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99509631951798949\", \"total_measure\": 0.7156035750841846, \"share_within_group\": 0.21787982232976036}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99551083168359167\", \"total_measure\": 0.7142726293988958, \"share_within_group\": 0.21747458929356822}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99593432574993257\", \"total_measure\": 0.7140121936138802, \"share_within_group\": 0.2173952944094408}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99334209976610988\", \"total_measure\": 0.7124947258567577, \"share_within_group\": 0.21693327099756204}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99478057420008836\", \"total_measure\": 0.7121696053913141, \"share_within_group\": 0.2168342815686198}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99065798149410367\", \"total_measure\": 0.7120916901394512, \"share_within_group\": 0.21681055871168653}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99752315524869906\", \"total_measure\": 0.7115613449557899, \"share_within_group\": 0.2166490845122655}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99751728231391379\", \"total_measure\": 0.7112250495334344, \"share_within_group\": 0.21654669264416376}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.9990488528172804\", \"total_measure\": 0.7111928898066349, \"share_within_group\": 0.21653690097206313}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99373962261118032\", \"total_measure\": 0.7111252202062412, \"share_within_group\": 0.21651629760865884}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99485395887165495\", \"total_measure\": 0.7102076896157359, \"share_within_group\": 0.21623693706742914}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.994402191517335\", \"total_measure\": 0.709556260531554, \"share_within_group\": 0.21603859645250795}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99611957728173273\", \"total_measure\": 0.7091581410692124, \"share_within_group\": 0.21591738101879407}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99690916416157838\", \"total_measure\": 0.7091136502090181, \"share_within_group\": 0.21590383488647735}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.9899924306309088\", \"total_measure\": 0.7066513795565982, \"share_within_group\": 0.2151541473346594}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99699979221195845\", \"total_measure\": 0.7059434056599598, \"share_within_group\": 0.21493859052054548}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99747790724839813\", \"total_measure\": 0.7057167903799999, \"share_within_group\": 0.2148695929656785}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99715319226433485\", \"total_measure\": 0.7051982741432719, \"share_within_group\": 0.21471172032576036}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99409352759927017\", \"total_measure\": 0.7033145104833852, \"share_within_group\": 0.21413817079943348}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99377678141811887\", \"total_measure\": 0.7030254767895506, \"share_within_group\": 0.214050168709935}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99702270130330639\", \"total_measure\": 0.7023723286577009, \"share_within_group\": 0.21385130469656602}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99707572277396161\", \"total_measure\": 0.7023120587536058, \"share_within_group\": 0.21383295431871258}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99549169843711449\", \"total_measure\": 0.6995043533040207, \"share_within_group\": 0.21297809223332131}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99362305284946495\", \"total_measure\": 0.69945435249096, \"share_within_group\": 0.21296286848564128}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99170139321463324\", \"total_measure\": 0.6991227711254393, \"share_within_group\": 0.2128619119064361}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99130381162551739\", \"total_measure\": 0.6988485114540018, \"share_within_group\": 0.21277840806357454}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99414781881279446\", \"total_measure\": 0.6982850952351114, \"share_within_group\": 0.21260686472597295}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99145898533427379\", \"total_measure\": 0.6976688320323848, \"share_within_group\": 0.2124192310670681}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99591298312852994\", \"total_measure\": 0.6970851383767694, \"share_within_group\": 0.2122415138582552}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99302444361632058\", \"total_measure\": 0.6967742403303955, \"share_within_group\": 0.21214685472928332}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 66.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b994ab788d726296ed64409fb57cfa007e37a0c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:36:48.615487+00:00", + "ended_at": "2026-05-19T15:37:07.639406+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_071b6ef5e8850827", + "problem_id": "v2p_n10_d90c53b452d793c1", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=ShapeFactor3.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor3", + "item_col": "ShapeFactor4", + "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": 0.673293, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_071b6ef5e8850827.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_071b6ef5e8850827", + "api_calls": 0, + "input_tokens": 15509, + "cached_input_tokens": 14720, + "output_tokens": 850, + "total_tokens": 16359, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18951.24, + "sql_execution_elapsed_ms_total": 66.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..640c03df1101a1a0ae4c815d1362e95c70f3f8e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:07.570849+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18951.24, "started_at": "2026-05-19T15:36:48.618386+00:00", "ended_at": "2026-05-19T15:37:07.569665+00:00", "prompt_metrics": {"chars": 11316, "bytes_utf8": 11316, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 610, "bytes_utf8": 610, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15509, "cached_input_tokens": 14720, "output_tokens": 850, "reasoning_output_tokens": 679}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor4\\\",\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor3\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"ShapeFactor4\\\", and measure_col=\\\"ShapeFactor3\\\". Cast \\\"ShapeFactor3\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a44e9ee3d3ffaf47be3e9faab1ca00875aa125ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_071b6ef5e8850827", + "api_calls": 0, + "input_tokens": 15509, + "cached_input_tokens": 14720, + "output_tokens": 850, + "total_tokens": 16359, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18951.24, + "sql_execution_elapsed_ms_total": 66.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_071b6ef5e8850827/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38704fff0b9691c2de6b3b86103a70648eed8b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:47:53.600198+00:00", + "ended_at": "2026-05-19T15:48:11.752303+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_08507f6db65252f6", + "problem_id": "v2p_n10_f81c52f71c31b288", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor2.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor2", + "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": 0.001996, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08507f6db65252f6.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_08507f6db65252f6", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 650, + "total_tokens": 16176, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18134.34, + "sql_execution_elapsed_ms_total": 11.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fd20fd7e4919d6c186664a39b2b7cc6e7540bff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_08507f6db65252f6", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 650, + "total_tokens": 16176, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18134.34, + "sql_execution_elapsed_ms_total": 11.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08507f6db65252f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..debb6a61a7aa583d82df44ae68c9d46ab6b48a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/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=Class. +Result preview: [{"Class": "DERMASON", "row_count": 3546}, {"Class": "SIRA", "row_count": 2636}, {"Class": "SEKER", "row_count": 2027}, {"Class": "HOROZ", "row_count": 1928}, {"Class": "CALI", "row_count": 1630}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3481f0efea5cd5759224bf8aac0b469bb925ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_08528769c33f3a20 +-- problem_id: v2p_n10_32805916f23738e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n10" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..847ca8a49154a1933cb2b331566ca4d68fa55dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/query_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 \"Class\", COUNT(*) AS \"row_count\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"Class\", \"row_count\"], \"rows\": [{\"Class\": \"DERMASON\", \"row_count\": 3546}, {\"Class\": \"SIRA\", \"row_count\": 2636}, {\"Class\": \"SEKER\", \"row_count\": 2027}, {\"Class\": \"HOROZ\", \"row_count\": 1928}, {\"Class\": \"CALI\", \"row_count\": 1630}, {\"Class\": \"BARBUNYA\", \"row_count\": 1322}, {\"Class\": \"BOMBAY\", \"row_count\": 522}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eab4cc67628f21cbcd275446238719d0e4a1827b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:31:26.085219+00:00", + "ended_at": "2026-05-19T15:31:43.133034+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_08528769c33f3a20", + "problem_id": "v2p_n10_32805916f23738e0", + "dataset_id": "n10", + "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=Class.", + "bindings": { + "group_col": "Class", + "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": 0.007271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08528769c33f3a20.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_08528769c33f3a20", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 14720, + "output_tokens": 295, + "total_tokens": 15656, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17035.08, + "sql_execution_elapsed_ms_total": 7.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bde8ea692f54d904e11a8c6e14a07bea88c1974d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:43.124068+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17035.08, "started_at": "2026-05-19T15:31:26.088171+00:00", "ended_at": "2026-05-19T15:31:43.123282+00:00", "prompt_metrics": {"chars": 10807, "bytes_utf8": 10807, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15361, "cached_input_tokens": 14720, "output_tokens": 295, "reasoning_output_tokens": 221}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the grouped-count template with \\\"Class\\\" as the category column to inspect subgroup size distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b08ab2045a932d9167143d4a6fe118199973c6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_08528769c33f3a20", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 14720, + "output_tokens": 295, + "total_tokens": 15656, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17035.08, + "sql_execution_elapsed_ms_total": 7.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_08528769c33f3a20/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e77cbef81397123dab8f3aa600bd1b5dd7de2cd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_0a7f937fd82c1502 +-- problem_id: v2p_n10_5d239b73798ffd2d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "EquivDiameter", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "EquivDiameter" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43d417dc88d604e937322b5a45898975a76a4205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_0a7f937fd82c1502\n-- problem_id: v2p_n10_5d239b73798ffd2d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"EquivDiameter\",\n COUNT(*) AS support,\n AVG(\"Perimeter\") AS avg_response\nFROM \"n10\"\nGROUP BY \"EquivDiameter\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_0a7f937fd82c1502\\n-- problem_id: v2p_n10_5d239b73798ffd2d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"EquivDiameter\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Perimeter\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"EquivDiameter\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"EquivDiameter\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85452f134225eb82ebd1fe4262d01b00d704bb79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.902784+00:00", + "ended_at": "2026-05-19T16:05:40.912502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_0a7f937fd82c1502", + "problem_id": "v2p_n10_5d239b73798ffd2d", + "dataset_id": "n10", + "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=Perimeter, key_col=EquivDiameter.", + "bindings": { + "key_col": "EquivDiameter", + "measure_col": "Perimeter", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0a7f937fd82c1502.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0a7f937fd82c1502/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad1468ec21c3ed93015fa42c700feddd5567644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/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=Class, measure_col=MinorAxisLength. +Result preview: [{"Class": "BOMBAY", "avg_measure": 374.35254691431345}, {"Class": "BARBUNYA", "avg_measure": 240.30935208864884}, {"Class": "CALI", "avg_measure": 236.37061625260193}, {"Class": "SEKER", "avg_measure": 201.90965281612247}, {"Class": "SIRA", "avg_measure": 190.80024979819026}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f618cef753669bdad7ce4a8fe756028be8a95faa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_0c66c532a19e6f45 +-- problem_id: v2p_n10_99a76928da84fb5d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("MinorAxisLength" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0058b76c13f2f71c70724b9a60f317d0f7b6d9ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/query_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\n \"Class\",\n AVG(CAST(\"MinorAxisLength\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"MinorAxisLength\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 374.35254691431345}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 240.30935208864884}, {\"Class\": \"CALI\", \"avg_measure\": 236.37061625260193}, {\"Class\": \"SEKER\", \"avg_measure\": 201.90965281612247}, {\"Class\": \"SIRA\", \"avg_measure\": 190.80024979819026}, {\"Class\": \"HOROZ\", \"avg_measure\": 184.17066285989227}, {\"Class\": \"DERMASON\", \"avg_measure\": 165.6571430385309}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 64.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2de942a9b154ebfa62a7b752c94ae1331e4e3bee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:41:35.353594+00:00", + "ended_at": "2026-05-19T15:41:43.975975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_0c66c532a19e6f45", + "problem_id": "v2p_n10_99a76928da84fb5d", + "dataset_id": "n10", + "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=Class, measure_col=MinorAxisLength.", + "bindings": { + "group_col": "Class", + "measure_col": "MinorAxisLength", + "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": 217.031741, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0c66c532a19e6f45.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_0c66c532a19e6f45", + "api_calls": 0, + "input_tokens": 15400, + "cached_input_tokens": 14720, + "output_tokens": 292, + "total_tokens": 15692, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8549.51, + "sql_execution_elapsed_ms_total": 64.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b53b0194d1740b71a81782c7bcaaf8919ea20fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:43.909078+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8549.51, "started_at": "2026-05-19T15:41:35.357093+00:00", "ended_at": "2026-05-19T15:41:43.906642+00:00", "prompt_metrics": {"chars": 10994, "bytes_utf8": 10994, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15400, "cached_input_tokens": 14720, "output_tokens": 292, "reasoning_output_tokens": 185}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"MinorAxisLength\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"MinorAxisLength\\\". Casted \\\"MinorAxisLength\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b46a0c09837d848e9838c763a267ee27a47723c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_0c66c532a19e6f45", + "api_calls": 0, + "input_tokens": 15400, + "cached_input_tokens": 14720, + "output_tokens": 292, + "total_tokens": 15692, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8549.51, + "sql_execution_elapsed_ms_total": 64.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0c66c532a19e6f45/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c21f35931a8a266f5e9b0db6fb1d2470739549a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class. +Result preview: [{"Class": "BOMBAY", "support": 522}, {"Class": "BARBUNYA", "support": 1322}, {"Class": "CALI", "support": 1630}, {"Class": "HOROZ", "support": 1928}, {"Class": "SEKER", "support": 2027}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de081c6be4229e708bb697c8bfe308261ff81d80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_low_support_group_count_v2 +-- query_record_id: v2q_n10_0d747348bf807b3b +-- problem_id: v2p_n10_20b553e6b136e923 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd31f6ed611348db1c90ceb4c29982f880e36389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/query_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_low_support_group_count_v2\nSELECT\n \"Class\",\n COUNT(*) AS support\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY support ASC, \"Class\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 12;\", \"columns\": [\"Class\", \"support\"], \"rows\": [{\"Class\": \"BOMBAY\", \"support\": 522}, {\"Class\": \"BARBUNYA\", \"support\": 1322}, {\"Class\": \"CALI\", \"support\": 1630}, {\"Class\": \"HOROZ\", \"support\": 1928}, {\"Class\": \"SEKER\", \"support\": 2027}, {\"Class\": \"SIRA\", \"support\": 2636}, {\"Class\": \"DERMASON\", \"support\": 3546}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff800208e75357190e2b963c6f4917b0cc2f6a9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:01:19.404319+00:00", + "ended_at": "2026-05-19T16:01:28.087029+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_0d747348bf807b3b", + "problem_id": "v2p_n10_20b553e6b136e923", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group 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": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.916869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0d747348bf807b3b.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_0d747348bf807b3b", + "api_calls": 0, + "input_tokens": 15399, + "cached_input_tokens": 12032, + "output_tokens": 205, + "total_tokens": 15604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8672.09, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbdab19969455aae18d17a1c455eeba11c834349 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:28.080301+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8672.09, "started_at": "2026-05-19T16:01:19.407334+00:00", "ended_at": "2026-05-19T16:01:28.079459+00:00", "prompt_metrics": {"chars": 10886, "bytes_utf8": 10886, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15399, "cached_input_tokens": 12032, "output_tokens": 205, "reasoning_output_tokens": 112}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 12;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"Class\\\" and top_k=12 to return the least-supported classes first.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b00e6843dd73e2b1953dcb6b946d1269010f0469 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_0d747348bf807b3b", + "api_calls": 0, + "input_tokens": 15399, + "cached_input_tokens": 12032, + "output_tokens": 205, + "total_tokens": 15604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8672.09, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_0d747348bf807b3b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..713e3365e24b65f25a83ed0381f672c8449432dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ShapeFactor4. +Result preview: [{"Class": "DERMASON", "group_value": 3535.057041824223}, {"Class": "SIRA", "group_value": 2623.8340409261677}, {"Class": "SEKER", "group_value": 2023.721799379792}, {"Class": "HOROZ", "group_value": 1912.4341438656131}, {"Class": "CALI", "group_value": 1614.65120944447}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46202853b5a886f94fc6c2034c657ad00ae90a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_1087a749d52189ff +-- problem_id: v2p_n10_2e7152765aeae453 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor4" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..170bff79c89b60497972633395244e8a19698ee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"ShapeFactor4\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 3535.057041824223}, {\"Class\": \"SIRA\", \"group_value\": 2623.8340409261677}, {\"Class\": \"SEKER\", \"group_value\": 2023.721799379792}, {\"Class\": \"HOROZ\", \"group_value\": 1912.4341438656131}, {\"Class\": \"CALI\", \"group_value\": 1614.65120944447}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2706f9d0712c2518e335fb6a1afb7873a1080a88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:48:45.422898+00:00", + "ended_at": "2026-05-19T15:48:54.384339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1087a749d52189ff", + "problem_id": "v2p_n10_2e7152765aeae453", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ShapeFactor4.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor4", + "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": 0.997883, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1087a749d52189ff.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1087a749d52189ff", + "api_calls": 0, + "input_tokens": 15528, + "cached_input_tokens": 14720, + "output_tokens": 401, + "total_tokens": 15929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8941.14, + "sql_execution_elapsed_ms_total": 12.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34b32a2f89d1780a2cc5256063d122f3950dc573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:54.369502+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8941.14, "started_at": "2026-05-19T15:48:45.426908+00:00", "ended_at": "2026-05-19T15:48:54.368082+00:00", "prompt_metrics": {"chars": 11460, "bytes_utf8": 11460, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15528, "cached_input_tokens": 14720, "output_tokens": 401, "reasoning_output_tokens": 238}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"Class\\\" and measure_col=\\\"ShapeFactor4\\\". Cast \\\"ShapeFactor4\\\" to REAL because the schema stores it as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45e129dd16027aaf7a60a50ecd034355274c53f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1087a749d52189ff", + "api_calls": 0, + "input_tokens": 15528, + "cached_input_tokens": 14720, + "output_tokens": 401, + "total_tokens": 15929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8941.14, + "sql_execution_elapsed_ms_total": 12.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1087a749d52189ff/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..032fe3f58a46745c070f9f600d6985ec4f9b6e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor1. +Result preview: [{"Class": "DERMASON", "group_value": 27.49870333616473}, {"Class": "SIRA", "group_value": 17.71322477793591}, {"Class": "HOROZ", "group_value": 13.508759547111419}, {"Class": "SEKER", "group_value": 12.839592407776019}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a77d4294721f2a665be186a61aa6d84b54698596 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_12ffd1dc8ca49b41 +-- problem_id: v2p_n10_5b2fd245d3f6bdcb +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor1" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b211c6d5e6da08f6662f1514dcb30822338934e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"ShapeFactor1\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 27.49870333616473}, {\"Class\": \"SIRA\", \"group_value\": 17.71322477793591}, {\"Class\": \"HOROZ\", \"group_value\": 13.508759547111419}, {\"Class\": \"SEKER\", \"group_value\": 12.839592407776019}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cdf7ff1e9922eb153edd6ee4ada0a2f50d0d182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:47:19.380372+00:00", + "ended_at": "2026-05-19T15:47:30.350874+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_12ffd1dc8ca49b41", + "problem_id": "v2p_n10_5b2fd245d3f6bdcb", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor1.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor1", + "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": 0.007271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_12ffd1dc8ca49b41.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_12ffd1dc8ca49b41", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 508, + "total_tokens": 16034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10949.74, + "sql_execution_elapsed_ms_total": 13.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4f3835fb8d11faed7acd5ba33819fc5231e33c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:30.335021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10949.74, "started_at": "2026-05-19T15:47:19.384095+00:00", "ended_at": "2026-05-19T15:47:30.333880+00:00", "prompt_metrics": {"chars": 11459, "bytes_utf8": 11459, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15526, "cached_input_tokens": 14720, "output_tokens": 508, "reasoning_output_tokens": 338}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"Class\\\" and measure_col=\\\"ShapeFactor1\\\". CAST(\\\"ShapeFactor1\\\" AS REAL) is used because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..704d818bc6522290dd42570a844869a6f9e12c2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_12ffd1dc8ca49b41", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 508, + "total_tokens": 16034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10949.74, + "sql_execution_elapsed_ms_total": 13.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_12ffd1dc8ca49b41/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_160aabb41117b590/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_160aabb41117b590/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..530eae5120cde10707b42c321148b733b73c1460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_160aabb41117b590/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:04:06.184592+00:00", + "ended_at": "2026-05-19T16:04:13.847239+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_160aabb41117b590", + "problem_id": "v2p_n10_cbdc1a357c098f17", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=EquivDiameter.", + "bindings": { + "group_col": "Class", + "measure_col": "EquivDiameter", + "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": 259.029754, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_160aabb41117b590/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_160aabb41117b590/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe4f07907a61538f75593538210269048b8fbb0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_160aabb41117b590/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:09.203146+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3015.06, "started_at": "2026-05-19T16:04:06.187314+00:00", "ended_at": "2026-05-19T16:04:09.202398+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-ead3-77b1-9d9a-6cd53b534312\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:13.847150+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3642.04, "started_at": "2026-05-19T16:04:10.204361+00:00", "ended_at": "2026-05-19T16:04:13.846439+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-fa74-76b3-9ca1-2bea047d7e95\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c450891fa65c07bb2dcbcd7ad5fc724ad84f7832 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=Perimeter. +Result preview: [{"Class": "BOMBAY", "MajorAxisLength": "738.8601534818813", "total_measure": 1985.37, "share_within_group": 0.23986787596489004}, {"Class": "BOMBAY", "MajorAxisLength": "738.14450172517365", "total_measure": 1921.685, "share_within_group": 0.2321735994920794}, {"Class": "BOMBAY", "MajorAxisLength": "719.1256903918719", "total_measure": 1919.8679999999997, "share_within_group": 0.23195407369556376}, {"Class": "BOMBAY", "MajorAxisLength": "726.37349315853726", "total_measure": 1895.94, "share_within_group": 0.2290631473009432}, {"Class": "BOMBAY", "MajorAxisLength": "715.05303981110421", "total_measure": 1884.5569999999998, "share_within_group": 0.22768787919872124}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6197f41854c836c9e9d34d32269ae99cc651da86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_1736688c77d95794 +-- problem_id: v2p_n10_0ac6c8aa35904db6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "MajorAxisLength", + SUM(CAST("Perimeter" AS REAL)) AS "total_measure", + SUM(CAST("Perimeter" AS REAL)) * 100.0 / SUM(SUM(CAST("Perimeter" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n10" +GROUP BY "Class", "MajorAxisLength" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99ba3d32d342b9f1e9d3bcfabb98ee62c66622f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Class\",\n \"MajorAxisLength\",\n SUM(CAST(\"Perimeter\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"Perimeter\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Perimeter\" AS REAL))) OVER (PARTITION BY \"Class\") AS \"share_within_group\"\nFROM \"n10\"\nGROUP BY \"Class\", \"MajorAxisLength\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Class\\\",\\n \\\"MajorAxisLength\\\",\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Perimeter\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"MajorAxisLength\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"Class\", \"MajorAxisLength\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"738.8601534818813\", \"total_measure\": 1985.37, \"share_within_group\": 0.23986787596489004}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"738.14450172517365\", \"total_measure\": 1921.685, \"share_within_group\": 0.2321735994920794}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"719.1256903918719\", \"total_measure\": 1919.8679999999997, \"share_within_group\": 0.23195407369556376}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"726.37349315853726\", \"total_measure\": 1895.94, \"share_within_group\": 0.2290631473009432}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"715.05303981110421\", \"total_measure\": 1884.5569999999998, \"share_within_group\": 0.22768787919872124}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"695.13762965836861\", \"total_measure\": 1869.885, \"share_within_group\": 0.22591524161673057}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"721.21609835130369\", \"total_measure\": 1849.699, \"share_within_group\": 0.22347641512885816}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"706.99307578654498\", \"total_measure\": 1849.3709999999999, \"share_within_group\": 0.2234367869168289}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"722.49406833984892\", \"total_measure\": 1847.94, \"share_within_group\": 0.22326389676007943}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"713.96728210860931\", \"total_measure\": 1845.855, \"share_within_group\": 0.22301199181471065}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"720.69552054653661\", \"total_measure\": 1839.8079999999998, \"share_within_group\": 0.2222814070642814}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"713.36683697537933\", \"total_measure\": 1836.0469999999998, \"share_within_group\": 0.2218270116208608}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"669.0993604706523\", \"total_measure\": 1827.554, \"share_within_group\": 0.22080090672828676}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"680.81255486490397\", \"total_measure\": 1817.2779999999998, \"share_within_group\": 0.21955938384166346}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"671.61539190371161\", \"total_measure\": 1815.0729999999999, \"share_within_group\": 0.21929298076994252}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.72003669792934\", \"total_measure\": 1812.571, \"share_within_group\": 0.2189906948355}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.97538740289485\", \"total_measure\": 1812.548, \"share_within_group\": 0.21898791602794918}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"704.30420883839554\", \"total_measure\": 1811.572, \"share_within_group\": 0.21886999793361828}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"682.46554680682107\", \"total_measure\": 1810.955, \"share_within_group\": 0.21879545340062428}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"676.70982962424785\", \"total_measure\": 1802.309, \"share_within_group\": 0.21775086339695118}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"663.24399406024088\", \"total_measure\": 1796.132, \"share_within_group\": 0.2170045723429738}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"710.86837970046179\", \"total_measure\": 1795.5770000000002, \"share_within_group\": 0.21693751850859505}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"712.40867511132171\", \"total_measure\": 1795.1009999999999, \"share_within_group\": 0.21688000927406478}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"689.24305530468712\", \"total_measure\": 1792.381, \"share_within_group\": 0.2165513850767492}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"641.90427523317533\", \"total_measure\": 1787.859, \"share_within_group\": 0.21600504734871198}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"664.75118969974301\", \"total_measure\": 1785.693, \"share_within_group\": 0.2157433561680555}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"660.71948269373536\", \"total_measure\": 1780.9669999999999, \"share_within_group\": 0.2151723716252196}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"712.90735139088724\", \"total_measure\": 1780.349, \"share_within_group\": 0.215097706274506}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"687.72304341535823\", \"total_measure\": 1779.422, \"share_within_group\": 0.2149857082484356}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.83987109042653\", \"total_measure\": 1776.5849999999998, \"share_within_group\": 0.21464294837792658}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"636.10812623596348\", \"total_measure\": 1773.3789999999997, \"share_within_group\": 0.21425560676888472}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"680.4892103204221\", \"total_measure\": 1772.436, \"share_within_group\": 0.2141416756593007}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"640.44294542128353\", \"total_measure\": 1770.662, \"share_within_group\": 0.21392734502472796}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"674.48618523102311\", \"total_measure\": 1770.466, \"share_within_group\": 0.21390366475168604}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"670.96664658503778\", \"total_measure\": 1769.7459999999999, \"share_within_group\": 0.2138166759935731}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"684.27476690954927\", \"total_measure\": 1767.4569999999999, \"share_within_group\": 0.21354012423340565}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"659.1128280306317\", \"total_measure\": 1765.021, \"share_within_group\": 0.21324581226845685}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"653.1324411138695\", \"total_measure\": 1763.6460000000002, \"share_within_group\": 0.21307968790400503}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"672.24810213524154\", \"total_measure\": 1757.418, \"share_within_group\": 0.21232723514632793}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"659.27333661035334\", \"total_measure\": 1755.004, \"share_within_group\": 0.21203558117121032}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"664.26409477882589\", \"total_measure\": 1754.6019999999999, \"share_within_group\": 0.21198701244793058}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"665.63523003785531\", \"total_measure\": 1753.619, \"share_within_group\": 0.2118682486295625}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"638.15347429627855\", \"total_measure\": 1753.363, \"share_within_group\": 0.21183731929334457}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"663.41796167782366\", \"total_measure\": 1752.441, \"share_within_group\": 0.21172592535587215}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"667.53142140990883\", \"total_measure\": 1752.359, \"share_within_group\": 0.21171601830286482}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"685.94104727905165\", \"total_measure\": 1749.634, \"share_within_group\": 0.21138679001695118}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"675.70774326278161\", \"total_measure\": 1748.3319999999999, \"share_within_group\": 0.21122948534603025}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"705.40989638010592\", \"total_measure\": 1747.665, \"share_within_group\": 0.21114889992705618}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"682.73678645520624\", \"total_measure\": 1747.118, \"share_within_group\": 0.21108281263443424}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.0974407969095\", \"total_measure\": 1746.6399999999999, \"share_within_group\": 0.2110250617644648}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 69.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26a29fa20ca6cc4478be9a0ea40aa166563e1060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:38:23.994957+00:00", + "ended_at": "2026-05-19T15:38:39.005630+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1736688c77d95794", + "problem_id": "v2p_n10_0ac6c8aa35904db6", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=Perimeter.", + "bindings": { + "group_col": "Class", + "measure_col": "Perimeter", + "item_col": "MajorAxisLength", + "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": 977.213, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1736688c77d95794.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1736688c77d95794", + "api_calls": 0, + "input_tokens": 15506, + "cached_input_tokens": 14720, + "output_tokens": 652, + "total_tokens": 16158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14935.31, + "sql_execution_elapsed_ms_total": 69.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..187b2f22080a598536640f4de13bfbd07e403175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:38.933761+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14935.31, "started_at": "2026-05-19T15:38:23.997382+00:00", "ended_at": "2026-05-19T15:38:38.932724+00:00", "prompt_metrics": {"chars": 11310, "bytes_utf8": 11310, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15506, "cached_input_tokens": 14720, "output_tokens": 652, "reasoning_output_tokens": 475}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Class\\\",\\n \\\"MajorAxisLength\\\",\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Perimeter\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"MajorAxisLength\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"MajorAxisLength\\\", and measure_col=\\\"Perimeter\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67b08c87bb822d6b88f6b407d1feaf2c82bb3313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1736688c77d95794", + "api_calls": 0, + "input_tokens": 15506, + "cached_input_tokens": 14720, + "output_tokens": 652, + "total_tokens": 16158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14935.31, + "sql_execution_elapsed_ms_total": 69.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1736688c77d95794/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b70fca878186ef5b3147ddbd93750a73ce6342b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/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=Class, measure_col=AspectRation. +Result preview: [{"Class": "HOROZ", "avg_measure": 2.0261190977596253}, {"Class": "CALI", "avg_measure": 1.7336630325799487}, {"Class": "BOMBAY", "avg_measure": 1.5855499596639737}, {"Class": "SIRA", "avg_measure": 1.570082633684349}, {"Class": "BARBUNYA", "avg_measure": 1.5443946670496036}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab5dc9c481b8aa88a030c7e5c2c5d5d85d4871a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1813733f0f791980 +-- problem_id: v2p_n10_9bb3e77a40181a1d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("AspectRation" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..949ec359a29a9f64500f7d9e3a32215954de2a3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/query_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 \"Class\",\n AVG(CAST(\"AspectRation\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"AspectRation\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"HOROZ\", \"avg_measure\": 2.0261190977596253}, {\"Class\": \"CALI\", \"avg_measure\": 1.7336630325799487}, {\"Class\": \"BOMBAY\", \"avg_measure\": 1.5855499596639737}, {\"Class\": \"SIRA\", \"avg_measure\": 1.570082633684349}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 1.5443946670496036}, {\"Class\": \"DERMASON\", \"avg_measure\": 1.4904709242245318}, {\"Class\": \"SEKER\", \"avg_measure\": 1.2451818768347025}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3fbeae865df3a49c22324883fe10d5322003c88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:42:05.871503+00:00", + "ended_at": "2026-05-19T15:42:13.709455+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1813733f0f791980", + "problem_id": "v2p_n10_9bb3e77a40181a1d", + "dataset_id": "n10", + "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=Class, measure_col=AspectRation.", + "bindings": { + "group_col": "Class", + "measure_col": "AspectRation", + "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": 1.707109, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1813733f0f791980.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1813733f0f791980", + "api_calls": 0, + "input_tokens": 15402, + "cached_input_tokens": 14720, + "output_tokens": 247, + "total_tokens": 15649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7798.94, + "sql_execution_elapsed_ms_total": 33.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3839dafd11488ba84b732f5f4c093436356300cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:13.674769+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7798.94, "started_at": "2026-05-19T15:42:05.874262+00:00", "ended_at": "2026-05-19T15:42:13.673228+00:00", "prompt_metrics": {"chars": 10991, "bytes_utf8": 10991, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15402, "cached_input_tokens": 14720, "output_tokens": 247, "reasoning_output_tokens": 143}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"AspectRation\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"AspectRation\\\". Cast \\\"AspectRation\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e82383a2a00061b55c2910ab9a6436bd5a5ee2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1813733f0f791980", + "api_calls": 0, + "input_tokens": 15402, + "cached_input_tokens": 14720, + "output_tokens": 247, + "total_tokens": 15649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7798.94, + "sql_execution_elapsed_ms_total": 33.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1813733f0f791980/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..837b1aa640a6aa73b81416d93ed926954f61066e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor4. +Result preview: [{"Class": "SEKER", "Area": "38426", "total_measure": 3.9943383035552915, "share_within_group": 0.19737585990225695}, {"Class": "BOMBAY", "Area": "186003", "total_measure": 0.9991475791034169, "share_within_group": 0.19298215755082965}, {"Class": "BOMBAY", "Area": "132399", "total_measure": 0.9990488528172804, "share_within_group": 0.19296308888459449}, {"Class": "BOMBAY", "Area": "154364", "total_measure": 0.9987097315546398, "share_within_group": 0.1928975886979309}, {"Class": "BOMBAY", "Area": "161579", "total_measure": 0.9986436749888588, "share_within_group": 0.1928848300836366}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c32b935442aaa740c537c4a1f713dbc1a753459d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_1b92aed133065780 +-- problem_id: v2p_n10_5613bcf3ccde6023 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Area", + SUM(CAST("ShapeFactor4" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor4" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor4" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Area" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d789757b32d3c5d1aacfc696d73d3b4369087ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"Area\",\n SUM(CAST(\"ShapeFactor4\" AS REAL)) AS total_measure,\n SUM(CAST(\"ShapeFactor4\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ShapeFactor4\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"Area\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"Area\\\",\\n SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor4\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"Area\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"Area\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"SEKER\", \"Area\": \"38426\", \"total_measure\": 3.9943383035552915, \"share_within_group\": 0.19737585990225695}, {\"Class\": \"BOMBAY\", \"Area\": \"186003\", \"total_measure\": 0.9991475791034169, \"share_within_group\": 0.19298215755082965}, {\"Class\": \"BOMBAY\", \"Area\": \"132399\", \"total_measure\": 0.9990488528172804, \"share_within_group\": 0.19296308888459449}, {\"Class\": \"BOMBAY\", \"Area\": \"154364\", \"total_measure\": 0.9987097315546398, \"share_within_group\": 0.1928975886979309}, {\"Class\": \"BOMBAY\", \"Area\": \"161579\", \"total_measure\": 0.9986436749888588, \"share_within_group\": 0.1928848300836366}, {\"Class\": \"BOMBAY\", \"Area\": \"168684\", \"total_measure\": 0.9984041176678691, \"share_within_group\": 0.19283856035369024}, {\"Class\": \"BOMBAY\", \"Area\": \"148931\", \"total_measure\": 0.9983892988290833, \"share_within_group\": 0.19283569814240026}, {\"Class\": \"BOMBAY\", \"Area\": \"147218\", \"total_measure\": 0.9981316572340387, \"share_within_group\": 0.19278593549279133}, {\"Class\": \"BOMBAY\", \"Area\": \"183825\", \"total_measure\": 0.9981024393107647, \"share_within_group\": 0.19278029214441067}, {\"Class\": \"BOMBAY\", \"Area\": \"180012\", \"total_measure\": 0.9980726398509676, \"share_within_group\": 0.19277453647411155}, {\"Class\": \"BOMBAY\", \"Area\": \"145285\", \"total_measure\": 0.9980170255393909, \"share_within_group\": 0.19276379474780075}, {\"Class\": \"BOMBAY\", \"Area\": \"154727\", \"total_measure\": 0.9979749122802355, \"share_within_group\": 0.19275566070656075}, {\"Class\": \"BOMBAY\", \"Area\": \"133760\", \"total_measure\": 0.997897063790204, \"share_within_group\": 0.19274062451983262}, {\"Class\": \"BOMBAY\", \"Area\": \"142238\", \"total_measure\": 0.9978920129479146, \"share_within_group\": 0.19273964896580756}, {\"Class\": \"BOMBAY\", \"Area\": \"156138\", \"total_measure\": 0.9978413335386782, \"share_within_group\": 0.1927298604000917}, {\"Class\": \"BOMBAY\", \"Area\": \"191584\", \"total_measure\": 0.9978257711805268, \"share_within_group\": 0.1927268545804156}, {\"Class\": \"BOMBAY\", \"Area\": \"159402\", \"total_measure\": 0.9977638252268937, \"share_within_group\": 0.19271488991770339}, {\"Class\": \"BOMBAY\", \"Area\": \"183612\", \"total_measure\": 0.9977546018504821, \"share_within_group\": 0.19271310845206507}, {\"Class\": \"BOMBAY\", \"Area\": \"171217\", \"total_measure\": 0.9977491591665186, \"share_within_group\": 0.19271205721507456}, {\"Class\": \"BOMBAY\", \"Area\": \"190239\", \"total_measure\": 0.9977323013286369, \"share_within_group\": 0.19270880117763414}, {\"Class\": \"BOMBAY\", \"Area\": \"175965\", \"total_measure\": 0.9977099233659737, \"share_within_group\": 0.19270447894575704}, {\"Class\": \"BOMBAY\", \"Area\": \"168313\", \"total_measure\": 0.9976859241970348, \"share_within_group\": 0.19269984358307576}, {\"Class\": \"BOMBAY\", \"Area\": \"168736\", \"total_measure\": 0.9975786002630732, \"share_within_group\": 0.19267911430867635}, {\"Class\": \"BOMBAY\", \"Area\": \"160250\", \"total_measure\": 0.997526497241852, \"share_within_group\": 0.19266905077686133}, {\"Class\": \"BOMBAY\", \"Area\": \"126503\", \"total_measure\": 0.9975231552486991, \"share_within_group\": 0.1926684052815785}, {\"Class\": \"BOMBAY\", \"Area\": \"155088\", \"total_measure\": 0.9975172823139138, \"share_within_group\": 0.19266727094301858}, {\"Class\": \"BOMBAY\", \"Area\": \"139523\", \"total_measure\": 0.9974779072483981, \"share_within_group\": 0.19265966577511764}, {\"Class\": \"BOMBAY\", \"Area\": \"157916\", \"total_measure\": 0.9974647925974839, \"share_within_group\": 0.19265713272226148}, {\"Class\": \"BOMBAY\", \"Area\": \"142154\", \"total_measure\": 0.9974416200568668, \"share_within_group\": 0.1926526570201953}, {\"Class\": \"BOMBAY\", \"Area\": \"176492\", \"total_measure\": 0.9973235849855902, \"share_within_group\": 0.19262985892389997}, {\"Class\": \"BOMBAY\", \"Area\": \"138114\", \"total_measure\": 0.9973232569393772, \"share_within_group\": 0.19262979556282372}, {\"Class\": \"BOMBAY\", \"Area\": \"137358\", \"total_measure\": 0.9972703149357028, \"share_within_group\": 0.1926195699842327}, {\"Class\": \"BOMBAY\", \"Area\": \"169095\", \"total_measure\": 0.997216696142052, \"share_within_group\": 0.1926092136858235}, {\"Class\": \"BOMBAY\", \"Area\": \"169004\", \"total_measure\": 0.997195247513836, \"share_within_group\": 0.19260507095192095}, {\"Class\": \"BOMBAY\", \"Area\": \"147030\", \"total_measure\": 0.9971845240630196, \"share_within_group\": 0.19260299975171166}, {\"Class\": \"BOMBAY\", \"Area\": \"180948\", \"total_measure\": 0.9971531922643349, \"share_within_group\": 0.19259694811505998}, {\"Class\": \"BOMBAY\", \"Area\": \"144704\", \"total_measure\": 0.9971501700505921, \"share_within_group\": 0.1925963643841469}, {\"Class\": \"BOMBAY\", \"Area\": \"162493\", \"total_measure\": 0.9971425870163538, \"share_within_group\": 0.19259489974535013}, {\"Class\": \"BOMBAY\", \"Area\": \"184827\", \"total_measure\": 0.9970984053289916, \"share_within_group\": 0.19258636619382108}, {\"Class\": \"BOMBAY\", \"Area\": \"129409\", \"total_measure\": 0.9970757227739616, \"share_within_group\": 0.19258198513090305}, {\"Class\": \"BOMBAY\", \"Area\": \"163117\", \"total_measure\": 0.9970241147638125, \"share_within_group\": 0.19257201720889253}, {\"Class\": \"BOMBAY\", \"Area\": \"135222\", \"total_measure\": 0.9970227013033064, \"share_within_group\": 0.192571744203519}, {\"Class\": \"BOMBAY\", \"Area\": \"164698\", \"total_measure\": 0.9970137891446154, \"share_within_group\": 0.19257002284858743}, {\"Class\": \"BOMBAY\", \"Area\": \"159596\", \"total_measure\": 0.9969997922119584, \"share_within_group\": 0.19256731938583607}, {\"Class\": \"BOMBAY\", \"Area\": \"152533\", \"total_measure\": 0.9969865122066188, \"share_within_group\": 0.1925647543953018}, {\"Class\": \"BOMBAY\", \"Area\": \"157613\", \"total_measure\": 0.9969856653767942, \"share_within_group\": 0.19256459083283112}, {\"Class\": \"BOMBAY\", \"Area\": \"159247\", \"total_measure\": 0.9969524391884534, \"share_within_group\": 0.19255817330087957}, {\"Class\": \"BOMBAY\", \"Area\": \"174024\", \"total_measure\": 0.996914116676191, \"share_within_group\": 0.19255077143027122}, {\"Class\": \"BOMBAY\", \"Area\": \"158001\", \"total_measure\": 0.9969095600013755, \"share_within_group\": 0.19254989132311234}, {\"Class\": \"BOMBAY\", \"Area\": \"131488\", \"total_measure\": 0.9969091641615784, \"share_within_group\": 0.19254981486792222}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 44.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b2dc7a5962b6fc06cd6091fc37e42e975fc0bef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:37:18.838884+00:00", + "ended_at": "2026-05-19T15:37:40.206697+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1b92aed133065780", + "problem_id": "v2p_n10_5613bcf3ccde6023", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor4.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor4", + "item_col": "Area", + "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": 0.997393, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1b92aed133065780.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1b92aed133065780", + "api_calls": 0, + "input_tokens": 15508, + "cached_input_tokens": 14720, + "output_tokens": 1196, + "total_tokens": 16704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21318.23, + "sql_execution_elapsed_ms_total": 44.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d324b9c1ab66054291dd0fb03cc1d852df3ccd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:40.160721+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21318.23, "started_at": "2026-05-19T15:37:18.841580+00:00", "ended_at": "2026-05-19T15:37:40.159843+00:00", "prompt_metrics": {"chars": 11313, "bytes_utf8": 11313, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 577, "bytes_utf8": 577, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15508, "cached_input_tokens": 14720, "output_tokens": 1196, "reasoning_output_tokens": 1034}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"Area\\\",\\n SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor4\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"Area\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Filled the Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"Area\\\", and measure_col=\\\"ShapeFactor4\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3677d9cc9b75689445b9036a2b6477cf5c3d2c87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1b92aed133065780", + "api_calls": 0, + "input_tokens": 15508, + "cached_input_tokens": 14720, + "output_tokens": 1196, + "total_tokens": 16704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21318.23, + "sql_execution_elapsed_ms_total": 44.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1b92aed133065780/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f780d2d491789afde7a60605e5e1a3a6ef2bae8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/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=Class, measure_col=Perimeter. +Result preview: [{"Class": "BOMBAY", "avg_measure": 1585.6190785440613}, {"Class": "CALI", "avg_measure": 1057.634281595092}, {"Class": "BARBUNYA", "avg_measure": 1046.1057639939486}, {"Class": "HOROZ", "avg_measure": 919.8596758298754}, {"Class": "SIRA", "avg_measure": 796.4187374810318}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0ef2ce71e43668128f022327fc58c758ecb9a12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1c4eb77dfb20c34f +-- problem_id: v2p_n10_a645e0931c3a4565 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Perimeter" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c249c9106320002064dbc7b7cd85a70f5844696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/query_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 \"Class\",\n AVG(CAST(\"Perimeter\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Perimeter\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 1585.6190785440613}, {\"Class\": \"CALI\", \"avg_measure\": 1057.634281595092}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 1046.1057639939486}, {\"Class\": \"HOROZ\", \"avg_measure\": 919.8596758298754}, {\"Class\": \"SIRA\", \"avg_measure\": 796.4187374810318}, {\"Class\": \"SEKER\", \"avg_measure\": 727.6724400592008}, {\"Class\": \"DERMASON\", \"avg_measure\": 665.2095358150028}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09526fb05dbadd39153e23b2656c5b3c9edbfb81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:40:42.719310+00:00", + "ended_at": "2026-05-19T15:40:50.753277+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1c4eb77dfb20c34f", + "problem_id": "v2p_n10_a645e0931c3a4565", + "dataset_id": "n10", + "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=Class, measure_col=Perimeter.", + "bindings": { + "group_col": "Class", + "measure_col": "Perimeter", + "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": 977.213, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1c4eb77dfb20c34f.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1c4eb77dfb20c34f", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 14720, + "output_tokens": 258, + "total_tokens": 15655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7998.52, + "sql_execution_elapsed_ms_total": 30.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14060445c8715ac301f87990fab15dc1675c8437 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:50.721554+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7998.52, "started_at": "2026-05-19T15:40:42.722268+00:00", "ended_at": "2026-05-19T15:40:50.720809+00:00", "prompt_metrics": {"chars": 10979, "bytes_utf8": 10979, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15397, "cached_input_tokens": 14720, "output_tokens": 258, "reasoning_output_tokens": 157}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Perimeter\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"Perimeter\\\". Cast \\\"Perimeter\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf64ccbdfae39470fa8d6cab55dfb88015877b79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1c4eb77dfb20c34f", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 14720, + "output_tokens": 258, + "total_tokens": 15655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7998.52, + "sql_execution_elapsed_ms_total": 30.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1c4eb77dfb20c34f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e377fb7d307c5788f0bc4d38ecdddf235b3ce52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1d0c1bfed651d43f +-- problem_id: v2p_n10_749d7eac5398b86e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ShapeFactor3", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "ShapeFactor3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34c0d4f3f28d74036599279577a50b872e7ff4aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_1d0c1bfed651d43f\n-- problem_id: v2p_n10_749d7eac5398b86e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ShapeFactor3\",\n COUNT(*) AS support,\n AVG(\"MinorAxisLength\") AS avg_response\nFROM \"n10\"\nGROUP BY \"ShapeFactor3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_1d0c1bfed651d43f\\n-- problem_id: v2p_n10_749d7eac5398b86e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ShapeFactor3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MinorAxisLength\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"ShapeFactor3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ShapeFactor3\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe9359e3a9442db11bf6ef5231668551f5f040c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.974765+00:00", + "ended_at": "2026-05-19T16:05:40.987136+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1d0c1bfed651d43f", + "problem_id": "v2p_n10_749d7eac5398b86e", + "dataset_id": "n10", + "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=MinorAxisLength, key_col=ShapeFactor3.", + "bindings": { + "key_col": "ShapeFactor3", + "measure_col": "MinorAxisLength", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1d0c1bfed651d43f.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1d0c1bfed651d43f/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eb9b5f78c4933f7ab9da145227a30a75cc386ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/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=Class, measure_col=Eccentricity. +Result preview: [{"Class": "HOROZ", "avg_measure": 0.8674430893845155}, {"Class": "CALI", "avg_measure": 0.8148043558253808}, {"Class": "BOMBAY", "avg_measure": 0.7705182145943682}, {"Class": "SIRA", "avg_measure": 0.7672773372652468}, {"Class": "BARBUNYA", "avg_measure": 0.7546646095744282}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23bebb1b704e93136a7258f4556244e850c5c8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1e47e8f700d5b037 +-- problem_id: v2p_n10_7c7175493d657992 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Eccentricity" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n10" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..336451f83a69864efc75e8ed7269c06dba39e86d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/query_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 \"Class\",\n AVG(CAST(\"Eccentricity\" AS REAL)) OVER (PARTITION BY \"Class\") AS \"avg_measure\"\nFROM \"n10\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Eccentricity\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n10\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"HOROZ\", \"avg_measure\": 0.8674430893845155}, {\"Class\": \"CALI\", \"avg_measure\": 0.8148043558253808}, {\"Class\": \"BOMBAY\", \"avg_measure\": 0.7705182145943682}, {\"Class\": \"SIRA\", \"avg_measure\": 0.7672773372652468}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 0.7546646095744282}, {\"Class\": \"DERMASON\", \"avg_measure\": 0.7366321866089177}, {\"Class\": \"SEKER\", \"avg_measure\": 0.5847812485156688}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 61.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..239b1894d0a5f6b4111dfcc1c38e9218d2e482e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:42:26.801697+00:00", + "ended_at": "2026-05-19T15:42:34.931524+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1e47e8f700d5b037", + "problem_id": "v2p_n10_7c7175493d657992", + "dataset_id": "n10", + "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=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.810466, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1e47e8f700d5b037.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1e47e8f700d5b037", + "api_calls": 0, + "input_tokens": 15402, + "cached_input_tokens": 12032, + "output_tokens": 292, + "total_tokens": 15694, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8062.27, + "sql_execution_elapsed_ms_total": 61.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28dfea7630749b5454a3001edd56aabe379d5f24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:34.868514+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8062.27, "started_at": "2026-05-19T15:42:26.804434+00:00", "ended_at": "2026-05-19T15:42:34.866744+00:00", "prompt_metrics": {"chars": 10986, "bytes_utf8": 10986, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15402, "cached_input_tokens": 12032, "output_tokens": 292, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Eccentricity\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n10\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"Eccentricity\\\". Cast \\\"Eccentricity\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7801d26701ddecf5c73450c15fd4d7ed7079b406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1e47e8f700d5b037", + "api_calls": 0, + "input_tokens": 15402, + "cached_input_tokens": 12032, + "output_tokens": 292, + "total_tokens": 15694, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8062.27, + "sql_execution_elapsed_ms_total": 61.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1e47e8f700d5b037/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc06f52b5aed09337d921919bf9bf469b461fb3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ShapeFactor3. +Result preview: [{"ShapeFactor3": 0.9747671533422431}, {"ShapeFactor3": 0.9635604353720723}, {"ShapeFactor3": 0.9592870270132801}, {"ShapeFactor3": 0.9540187624790241}, {"ShapeFactor3": 0.9523705817637891}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b12bcdf0ddef760170756ac46310875c45036f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_1fe7ac2f56734367 +-- problem_id: v2p_n10_c198e1469a2acb8c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("ShapeFactor3" AS REAL) AS "ShapeFactor3", + NTILE(10) OVER (ORDER BY CAST("ShapeFactor3" AS REAL) DESC) AS "tail_bucket" + FROM "n10" + WHERE "ShapeFactor3" IS NOT NULL +) +SELECT "ShapeFactor3" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "ShapeFactor3" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5fe4e4e1392bf64c102684e0c43f8202d74f932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"ShapeFactor3\" AS REAL) AS \"ShapeFactor3\",\n NTILE(10) OVER (ORDER BY CAST(\"ShapeFactor3\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n10\"\n WHERE \"ShapeFactor3\" IS NOT NULL\n)\nSELECT \"ShapeFactor3\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"ShapeFactor3\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"ShapeFactor3\\\" AS REAL) AS \\\"ShapeFactor3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ShapeFactor3\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"ShapeFactor3\\\" IS NOT NULL\\n)\\nSELECT \\\"ShapeFactor3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ShapeFactor3\\\" DESC;\", \"columns\": [\"ShapeFactor3\"], \"rows\": [{\"ShapeFactor3\": 0.9747671533422431}, {\"ShapeFactor3\": 0.9635604353720723}, {\"ShapeFactor3\": 0.9592870270132801}, {\"ShapeFactor3\": 0.9540187624790241}, {\"ShapeFactor3\": 0.9523705817637891}, {\"ShapeFactor3\": 0.9517846423403298}, {\"ShapeFactor3\": 0.9419003808526663}, {\"ShapeFactor3\": 0.941814803495333}, {\"ShapeFactor3\": 0.9384437531486004}, {\"ShapeFactor3\": 0.9378837693169735}, {\"ShapeFactor3\": 0.9361614434107617}, {\"ShapeFactor3\": 0.9356747059524383}, {\"ShapeFactor3\": 0.9348351166021196}, {\"ShapeFactor3\": 0.9337307406824114}, {\"ShapeFactor3\": 0.9335206244637884}, {\"ShapeFactor3\": 0.9325865923915746}, {\"ShapeFactor3\": 0.9299785502744048}, {\"ShapeFactor3\": 0.9285751743809462}, {\"ShapeFactor3\": 0.9277087437928394}, {\"ShapeFactor3\": 0.9271258954160614}, {\"ShapeFactor3\": 0.9258880976585417}, {\"ShapeFactor3\": 0.9246981545926668}, {\"ShapeFactor3\": 0.9229314719132636}, {\"ShapeFactor3\": 0.921355848520629}, {\"ShapeFactor3\": 0.9208862333443888}, {\"ShapeFactor3\": 0.9191705786934962}, {\"ShapeFactor3\": 0.9191099693211189}, {\"ShapeFactor3\": 0.9175261817396505}, {\"ShapeFactor3\": 0.916903575415437}, {\"ShapeFactor3\": 0.9168641304911839}, {\"ShapeFactor3\": 0.9153023197415922}, {\"ShapeFactor3\": 0.9143136296608532}, {\"ShapeFactor3\": 0.9111973930780829}, {\"ShapeFactor3\": 0.9099813455169115}, {\"ShapeFactor3\": 0.9098505063979352}, {\"ShapeFactor3\": 0.9098400862442938}, {\"ShapeFactor3\": 0.9080283822740746}, {\"ShapeFactor3\": 0.907941169275574}, {\"ShapeFactor3\": 0.9076898158898203}, {\"ShapeFactor3\": 0.9074217591134381}, {\"ShapeFactor3\": 0.9060244717199535}, {\"ShapeFactor3\": 0.9055831755841501}, {\"ShapeFactor3\": 0.9051067088664547}, {\"ShapeFactor3\": 0.9049091737787939}, {\"ShapeFactor3\": 0.904386986355702}, {\"ShapeFactor3\": 0.902637838333876}, {\"ShapeFactor3\": 0.9025030700520758}, {\"ShapeFactor3\": 0.902291662818019}, {\"ShapeFactor3\": 0.901965783028391}, {\"ShapeFactor3\": 0.8999660389917913}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 58.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49da0dd3be1f49cc8c128fac89b84fba461e3c17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:44:15.258536+00:00", + "ended_at": "2026-05-19T15:44:26.188852+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_1fe7ac2f56734367", + "problem_id": "v2p_n10_c198e1469a2acb8c", + "dataset_id": "n10", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ShapeFactor3.", + "bindings": { + "measure_col": "ShapeFactor3", + "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": 0.696006, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1fe7ac2f56734367.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1fe7ac2f56734367", + "api_calls": 0, + "input_tokens": 15445, + "cached_input_tokens": 14720, + "output_tokens": 484, + "total_tokens": 15929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10864.6, + "sql_execution_elapsed_ms_total": 58.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cdd2ed9627a789d21ea86a7bfe897f0087657cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:26.127921+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10864.6, "started_at": "2026-05-19T15:44:15.261748+00:00", "ended_at": "2026-05-19T15:44:26.126379+00:00", "prompt_metrics": {"chars": 11082, "bytes_utf8": 11082, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 596, "bytes_utf8": 596, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15445, "cached_input_tokens": 14720, "output_tokens": 484, "reasoning_output_tokens": 315}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"ShapeFactor3\\\" AS REAL) AS \\\"ShapeFactor3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ShapeFactor3\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"ShapeFactor3\\\" IS NOT NULL\\n)\\nSELECT \\\"ShapeFactor3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ShapeFactor3\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"ShapeFactor3\\\" and num_tiles fixed at 10. Cast to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cfb242bb7acfa0dc546f08fae774d0e4d80fbcc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_1fe7ac2f56734367", + "api_calls": 0, + "input_tokens": 15445, + "cached_input_tokens": 14720, + "output_tokens": 484, + "total_tokens": 15929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10864.6, + "sql_execution_elapsed_ms_total": 58.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_1fe7ac2f56734367/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..12d7184d8b51e9e6ac67d401d6681d0878275c66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Area. +Result preview: [{"Area": "254616"}, {"Area": "251432"}, {"Area": "248424"}, {"Area": "241322"}, {"Area": "237270"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56b1dc65c0efda493562f0dfa301926c2bd4c824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_2300fa68ad2971be +-- problem_id: v2p_n10_61597f36bbd46018 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Area", + CAST("Area" AS REAL) AS "Area_num", + NTILE(10) OVER (ORDER BY CAST("Area" AS REAL) DESC) AS tail_bucket + FROM "n10" + WHERE "Area" IS NOT NULL +) +SELECT "Area" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "Area_num" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e005f350bbc33ac24d65d1187f5f65765f516e9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Area\",\n CAST(\"Area\" AS REAL) AS \"Area_num\",\n NTILE(10) OVER (ORDER BY CAST(\"Area\" AS REAL) DESC) AS tail_bucket\n FROM \"n10\"\n WHERE \"Area\" IS NOT NULL\n)\nSELECT \"Area\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"Area_num\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Area\\\",\\n CAST(\\\"Area\\\" AS REAL) AS \\\"Area_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Area\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n10\\\"\\n WHERE \\\"Area\\\" IS NOT NULL\\n)\\nSELECT \\\"Area\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"Area_num\\\" DESC;\", \"columns\": [\"Area\"], \"rows\": [{\"Area\": \"254616\"}, {\"Area\": \"251432\"}, {\"Area\": \"248424\"}, {\"Area\": \"241322\"}, {\"Area\": \"237270\"}, {\"Area\": \"234898\"}, {\"Area\": \"233751\"}, {\"Area\": \"231066\"}, {\"Area\": \"230867\"}, {\"Area\": \"226806\"}, {\"Area\": \"226687\"}, {\"Area\": \"225405\"}, {\"Area\": \"225335\"}, {\"Area\": \"224267\"}, {\"Area\": \"223165\"}, {\"Area\": \"223035\"}, {\"Area\": \"222737\"}, {\"Area\": \"221428\"}, {\"Area\": \"221203\"}, {\"Area\": \"218983\"}, {\"Area\": \"218738\"}, {\"Area\": \"218077\"}, {\"Area\": \"217182\"}, {\"Area\": \"216075\"}, {\"Area\": \"215107\"}, {\"Area\": \"215005\"}, {\"Area\": \"214563\"}, {\"Area\": \"214138\"}, {\"Area\": \"213307\"}, {\"Area\": \"213022\"}, {\"Area\": \"213012\"}, {\"Area\": \"212510\"}, {\"Area\": \"211734\"}, {\"Area\": \"210910\"}, {\"Area\": \"210260\"}, {\"Area\": \"208936\"}, {\"Area\": \"208502\"}, {\"Area\": \"208477\"}, {\"Area\": \"207673\"}, {\"Area\": \"207561\"}, {\"Area\": \"207034\"}, {\"Area\": \"206979\"}, {\"Area\": \"206702\"}, {\"Area\": \"206303\"}, {\"Area\": \"205889\"}, {\"Area\": \"205476\"}, {\"Area\": \"205358\"}, {\"Area\": \"204774\"}, {\"Area\": \"204635\"}, {\"Area\": \"204413\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 40.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0fedfeea41c893f3e885771d0ba1e7821bce9a0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:44:38.119705+00:00", + "ended_at": "2026-05-19T15:44:53.486643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_2300fa68ad2971be", + "problem_id": "v2p_n10_61597f36bbd46018", + "dataset_id": "n10", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Area.", + "bindings": { + "measure_col": "Area", + "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": 61332.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2300fa68ad2971be.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2300fa68ad2971be", + "api_calls": 0, + "input_tokens": 15441, + "cached_input_tokens": 12032, + "output_tokens": 561, + "total_tokens": 16002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15320.33, + "sql_execution_elapsed_ms_total": 40.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e66cf5290fc3596a3c8835414f4be55f349f00c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:53.443951+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15320.33, "started_at": "2026-05-19T15:44:38.122114+00:00", "ended_at": "2026-05-19T15:44:53.442482+00:00", "prompt_metrics": {"chars": 11065, "bytes_utf8": 11065, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15441, "cached_input_tokens": 12032, "output_tokens": 561, "reasoning_output_tokens": 407}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Area\\\",\\n CAST(\\\"Area\\\" AS REAL) AS \\\"Area_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Area\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n10\\\"\\n WHERE \\\"Area\\\" IS NOT NULL\\n)\\nSELECT \\\"Area\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"Area_num\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"Area\\\" and num_tiles=10. Cast \\\"Area\\\" to REAL for correct numeric ordering because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94a57f17da1f0709020a9a0ca24cf11eb1c505e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2300fa68ad2971be", + "api_calls": 0, + "input_tokens": 15441, + "cached_input_tokens": 12032, + "output_tokens": 561, + "total_tokens": 16002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15320.33, + "sql_execution_elapsed_ms_total": 40.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2300fa68ad2971be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aea74f286e050f5f0ab09c4357103daec61cd57a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_243516bd9d239162 +-- problem_id: v2p_n10_0d1ceec1824d9963 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Perimeter", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "Perimeter" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9597ec3a77030756b6e0032800eef7761fbaaceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_243516bd9d239162\n-- problem_id: v2p_n10_0d1ceec1824d9963\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Perimeter\",\n COUNT(*) AS support,\n AVG(\"MinorAxisLength\") AS avg_response\nFROM \"n10\"\nGROUP BY \"Perimeter\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_243516bd9d239162\\n-- problem_id: v2p_n10_0d1ceec1824d9963\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Perimeter\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MinorAxisLength\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Perimeter\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Perimeter\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61808c12b9aefaf5d2023caedd4ba923771b35a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.855722+00:00", + "ended_at": "2026-05-19T16:05:40.868342+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_243516bd9d239162", + "problem_id": "v2p_n10_0d1ceec1824d9963", + "dataset_id": "n10", + "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=MinorAxisLength, key_col=Perimeter.", + "bindings": { + "key_col": "Perimeter", + "measure_col": "MinorAxisLength", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_243516bd9d239162.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_243516bd9d239162/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46c3482b12bc638f2ea5e2097286294f6d2d848f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=roundness. +Result preview: [{"Class": "DERMASON", "total_measure": 3220.171715581486}, {"Class": "SIRA", "total_measure": 2331.942663440431}, {"Class": "SEKER", "total_measure": 1914.5169581056698}, {"Class": "HOROZ", "total_measure": 1531.641877378845}, {"Class": "CALI", "total_measure": 1378.8731135433377}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62c8a722d958f1d13c1afd284206ebba2c7e5324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_2630492122fcac6f +-- problem_id: v2p_n10_56c94ad0312b0bca +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("roundness" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("roundness" AS REAL)) > 0.916869 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d06a181bc6ef479008c6dd639d6e7a4644467fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/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_tpch_thresholded_group_ranking\nSELECT \"Class\", SUM(CAST(\"roundness\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nHAVING SUM(CAST(\"roundness\" AS REAL)) > 0.916869\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"roundness\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"roundness\\\" AS REAL)) > 0.916869\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 3220.171715581486}, {\"Class\": \"SIRA\", \"total_measure\": 2331.942663440431}, {\"Class\": \"SEKER\", \"total_measure\": 1914.5169581056698}, {\"Class\": \"HOROZ\", \"total_measure\": 1531.641877378845}, {\"Class\": \"CALI\", \"total_measure\": 1378.8731135433377}, {\"Class\": \"BARBUNYA\", \"total_measure\": 1057.8649841196482}, {\"Class\": \"BOMBAY\", \"total_measure\": 451.2276937967161}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac18dd6416303627f724fe90a8f3cb14b37ef25a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:04:54.386658+00:00", + "ended_at": "2026-05-19T16:05:10.642044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_2630492122fcac6f", + "problem_id": "v2p_n10_56c94ad0312b0bca", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=roundness.", + "bindings": { + "group_col": "Class", + "measure_col": "roundness", + "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": 0.916869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2630492122fcac6f.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2630492122fcac6f", + "api_calls": 0, + "input_tokens": 15433, + "cached_input_tokens": 14720, + "output_tokens": 380, + "total_tokens": 15813, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15239.83, + "sql_execution_elapsed_ms_total": 9.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9e20893e678e622d6b8b2854e921e0f636b7ee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:00.419359+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6029.68, "started_at": "2026-05-19T16:04:54.388921+00:00", "ended_at": "2026-05-19T16:05:00.418624+00:00", "prompt_metrics": {"chars": 11066, "bytes_utf8": 11066, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-a703-7980-8b1a-fa8b967fbac4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:10.631152+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9210.15, "started_at": "2026-05-19T16:05:01.420223+00:00", "ended_at": "2026-05-19T16:05:10.630405+00:00", "prompt_metrics": {"chars": 11066, "bytes_utf8": 11066, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15433, "cached_input_tokens": 14720, "output_tokens": 380, "reasoning_output_tokens": 258}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"roundness\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"roundness\\\" AS REAL)) > 0.916869\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the Thresholded Group Ranking template with group_col=\\\"Class\\\" and measure_col=\\\"roundness\\\". Cast \\\"roundness\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d34d1cff8db0b5a5358bbbc44b084fe59bb87add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2630492122fcac6f", + "api_calls": 0, + "input_tokens": 15433, + "cached_input_tokens": 14720, + "output_tokens": 380, + "total_tokens": 15813, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15239.83, + "sql_execution_elapsed_ms_total": 9.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2630492122fcac6f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a2500c6e268b94a182d0412339cdc6493a28759 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_rate": 1.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "DERMASON", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0cc4c20b1104787cf355dc2fd86ba67125ecc25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_265eaf3da123b00b +-- problem_id: v2p_n10_4f44852d7fe683b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n10" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d2b7696c83cb9da9282bdc66d4764f62ffb0ef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_rate\": 1.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"DERMASON\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9bcc0a1bbb760192f314920fd2f8fcc1cd69af61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:58:01.453095+00:00", + "ended_at": "2026-05-19T15:58:11.034672+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_265eaf3da123b00b", + "problem_id": "v2p_n10_4f44852d7fe683b7", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "SIRA", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 376.495012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_265eaf3da123b00b.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_265eaf3da123b00b", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 406, + "total_tokens": 15857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9567.74, + "sql_execution_elapsed_ms_total": 7.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65a6c79381f8f68b4428eff76ceb8c311b9d4c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:11.024977+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9567.74, "started_at": "2026-05-19T15:58:01.456198+00:00", "ended_at": "2026-05-19T15:58:11.023970+00:00", "prompt_metrics": {"chars": 11153, "bytes_utf8": 11153, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15451, "cached_input_tokens": 14720, "output_tokens": 406, "reasoning_output_tokens": 292}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the requested grouped condition rate template with \\\"Class\\\" as both the grouping column and condition column, measuring the share of rows in each class group that are labeled 'SIRA'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be08f066d452d67daf9f21ffcae87d0890d6a1aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_265eaf3da123b00b", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 406, + "total_tokens": 15857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9567.74, + "sql_execution_elapsed_ms_total": 7.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_265eaf3da123b00b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..96b6e9ad3f0bece80bd8ea1c54e55299ab413f86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/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=Class, measure_col=EquivDiameter. +Result preview: [{"Class": "BOMBAY", "avg_measure": 468.94142629436743}, {"Class": "CALI", "avg_measure": 309.53528029418203}, {"Class": "BARBUNYA", "avg_measure": 297.3110175410416}, {"Class": "HOROZ", "avg_measure": 260.7307145551539}, {"Class": "SIRA", "avg_measure": 238.3353157967416}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f11ff6001d30e397d1925b1ba6101cb4f93c9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_283650c46cc34180 +-- problem_id: v2p_n10_d29fc73bacefc6d3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("EquivDiameter" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n10" +WHERE "Class" IS NOT NULL + AND "EquivDiameter" IS NOT NULL + AND TRIM("EquivDiameter") <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcb47e32cd75601f4c81304dd5e9c781d2b9733f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/query_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 \"Class\",\n AVG(CAST(\"EquivDiameter\" AS REAL)) OVER (PARTITION BY \"Class\") AS \"avg_measure\"\nFROM \"n10\"\nWHERE \"Class\" IS NOT NULL\n AND \"EquivDiameter\" IS NOT NULL\n AND TRIM(\"EquivDiameter\") <> ''\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"EquivDiameter\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n10\\\"\\nWHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"EquivDiameter\\\" IS NOT NULL\\n AND TRIM(\\\"EquivDiameter\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 468.94142629436743}, {\"Class\": \"CALI\", \"avg_measure\": 309.53528029418203}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 297.3110175410416}, {\"Class\": \"HOROZ\", \"avg_measure\": 260.7307145551539}, {\"Class\": \"SIRA\", \"avg_measure\": 238.3353157967416}, {\"Class\": \"SEKER\", \"avg_measure\": 224.94844088022901}, {\"Class\": \"DERMASON\", \"avg_measure\": 201.68381303914242}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56e7c6d1348b84cf9212766efe34cf525a8433f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:43:21.092456+00:00", + "ended_at": "2026-05-19T15:43:45.163938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_283650c46cc34180", + "problem_id": "v2p_n10_d29fc73bacefc6d3", + "dataset_id": "n10", + "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=Class, measure_col=EquivDiameter.", + "bindings": { + "group_col": "Class", + "measure_col": "EquivDiameter", + "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": 259.029754, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_283650c46cc34180.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_283650c46cc34180", + "api_calls": 0, + "input_tokens": 15401, + "cached_input_tokens": 14720, + "output_tokens": 523, + "total_tokens": 15924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24013.41, + "sql_execution_elapsed_ms_total": 51.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ec8fdab9bc2ea3a864da5cb288331c3245785cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:45.110445+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24013.41, "started_at": "2026-05-19T15:43:21.095507+00:00", "ended_at": "2026-05-19T15:43:45.108949+00:00", "prompt_metrics": {"chars": 10995, "bytes_utf8": 10995, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 571, "bytes_utf8": 571, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15401, "cached_input_tokens": 14720, "output_tokens": 523, "reasoning_output_tokens": 372}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"EquivDiameter\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n10\\\"\\nWHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"EquivDiameter\\\" IS NOT NULL\\n AND TRIM(\\\"EquivDiameter\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"EquivDiameter\\\". Cast \\\"EquivDiameter\\\" to REAL because the schema stores numeric values as TEXT, and filtered NULL/empty values for a stable view.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1901373a3cdd4a2fb52fd02b7e089695a99c7aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_283650c46cc34180", + "api_calls": 0, + "input_tokens": 15401, + "cached_input_tokens": 14720, + "output_tokens": 523, + "total_tokens": 15924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24013.41, + "sql_execution_elapsed_ms_total": 51.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_283650c46cc34180/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..debb6a61a7aa583d82df44ae68c9d46ab6b48a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/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=Class. +Result preview: [{"Class": "DERMASON", "row_count": 3546}, {"Class": "SIRA", "row_count": 2636}, {"Class": "SEKER", "row_count": 2027}, {"Class": "HOROZ", "row_count": 1928}, {"Class": "CALI", "row_count": 1630}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ceb69982608435cd5135610ef0c1545d6029976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2bd7a792c9743818 +-- problem_id: v2p_n10_1bbcb149dc426bb4 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n10" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9aa9ae5c8192bfcf3c08aa96a2f39584541069d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/query_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 \"Class\", COUNT(*) AS row_count\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS row_count\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Class\", \"row_count\"], \"rows\": [{\"Class\": \"DERMASON\", \"row_count\": 3546}, {\"Class\": \"SIRA\", \"row_count\": 2636}, {\"Class\": \"SEKER\", \"row_count\": 2027}, {\"Class\": \"HOROZ\", \"row_count\": 1928}, {\"Class\": \"CALI\", \"row_count\": 1630}, {\"Class\": \"BARBUNYA\", \"row_count\": 1322}, {\"Class\": \"BOMBAY\", \"row_count\": 522}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..671a2be5e5f404e1f8fa3290e87b8dd0861fb77d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:31:51.555207+00:00", + "ended_at": "2026-05-19T15:31:59.561555+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_2bd7a792c9743818", + "problem_id": "v2p_n10_1bbcb149dc426bb4", + "dataset_id": "n10", + "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=Class.", + "bindings": { + "group_col": "Class", + "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": 0.696006, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2bd7a792c9743818.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2bd7a792c9743818", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 12032, + "output_tokens": 246, + "total_tokens": 15607, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7992.81, + "sql_execution_elapsed_ms_total": 7.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fdcd6ea19c076936e9d9846923ced278ca87974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:59.551430+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7992.81, "started_at": "2026-05-19T15:31:51.557383+00:00", "ended_at": "2026-05-19T15:31:59.550229+00:00", "prompt_metrics": {"chars": 10807, "bytes_utf8": 10807, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 242, "bytes_utf8": 242, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15361, "cached_input_tokens": 12032, "output_tokens": 246, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS row_count\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Counts rows per \\\"Class\\\" to inspect subgroup size distribution for stability.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c838962ff719ca74acb7471c764a904d012a551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2bd7a792c9743818", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 12032, + "output_tokens": 246, + "total_tokens": 15607, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7992.81, + "sql_execution_elapsed_ms_total": 7.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2bd7a792c9743818/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2df3d1ef72505f37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2df3d1ef72505f37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a784c8709773f9d29d2d3420f09226518504cc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2df3d1ef72505f37/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:00:50.025622+00:00", + "ended_at": "2026-05-19T16:00:57.706841+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_2df3d1ef72505f37", + "problem_id": "v2p_n10_8529a9132f138310", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "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 Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.786851, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2df3d1ef72505f37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2df3d1ef72505f37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6746748ad509a98839abec1d1d54474eba2c7c9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2df3d1ef72505f37/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:53.249516+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3219.98, "started_at": "2026-05-19T16:00:50.028746+00:00", "ended_at": "2026-05-19T16:00:53.248752+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-ec75-7300-a83f-812da9cd37c2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:57.706754+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3454.93, "started_at": "2026-05-19T16:00:54.250978+00:00", "ended_at": "2026-05-19T16:00:57.705968+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-fcf9-7241-8e40-6613c9856152\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81378f60ac9af5e40f8461393c5dccf4d9ed5749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/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=ShapeFactor1. +Result preview: [{"empirical_cdf_at_threshold": 0.7496877525530821}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fae2fa8ed9516b72f7825ba7219e96ecc6a60e48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2fca837bd58fe111 +-- problem_id: v2p_n10_56435b852c2e5c77 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("ShapeFactor1" AS REAL) <= 0.007271 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52022afac4336273ce846a80fc177c61201b7d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"ShapeFactor1\" AS REAL) <= 0.007271 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"ShapeFactor1\\\" AS REAL) <= 0.007271 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7496877525530821}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd4e2ba1dd7bcf26a9061d2c01da8d327726ab00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:59:18.896155+00:00", + "ended_at": "2026-05-19T15:59:33.358984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_2fca837bd58fe111", + "problem_id": "v2p_n10_56435b852c2e5c77", + "dataset_id": "n10", + "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=ShapeFactor1.", + "bindings": { + "measure_col": "ShapeFactor1", + "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": 0.007271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2fca837bd58fe111.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2fca837bd58fe111", + "api_calls": 0, + "input_tokens": 15381, + "cached_input_tokens": 14720, + "output_tokens": 336, + "total_tokens": 15717, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13444.29, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71ae0d247fc0c61fe52bf13cf418eb6d32c6242b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:22.112798+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3211.68, "started_at": "2026-05-19T15:59:18.900264+00:00", "ended_at": "2026-05-19T15:59:22.111982+00:00", "prompt_metrics": {"chars": 10848, "bytes_utf8": 10848, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-887c-78d1-bfdb-15b27f460785\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:33.348435+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10232.61, "started_at": "2026-05-19T15:59:23.114932+00:00", "ended_at": "2026-05-19T15:59:33.347593+00:00", "prompt_metrics": {"chars": 10848, "bytes_utf8": 10848, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15381, "cached_input_tokens": 14720, "output_tokens": 336, "reasoning_output_tokens": 227}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"ShapeFactor1\\\" AS REAL) <= 0.007271 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"ShapeFactor1\\\" and threshold 0.007271. CAST to REAL is included because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e3b6e330df8ecba21fab9b70b3a5b32da4203a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_2fca837bd58fe111", + "api_calls": 0, + "input_tokens": 15381, + "cached_input_tokens": 14720, + "output_tokens": 336, + "total_tokens": 15717, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13444.29, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_2fca837bd58fe111/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9e8ed1981292f33839f36eb7ed17da844aadd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ShapeFactor3. +Result preview: [{"Class": "DERMASON", "group_value": 2381.621846444045}, {"Class": "SIRA", "group_value": 1677.4403304110092}, {"Class": "SEKER", "group_value": 1632.0363727160782}, {"Class": "HOROZ", "group_value": 948.1730706641565}, {"Class": "CALI", "group_value": 934.0261403928631}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..134d46ffae913bf40739bd7156ae2f123da22ab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_3423327883e390dc +-- problem_id: v2p_n10_9f31d02df353f838 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor3" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7c6d4e31c2b0d9c07f102ae883c5ae16f91fff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"ShapeFactor3\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 2381.621846444045}, {\"Class\": \"SIRA\", \"group_value\": 1677.4403304110092}, {\"Class\": \"SEKER\", \"group_value\": 1632.0363727160782}, {\"Class\": \"HOROZ\", \"group_value\": 948.1730706641565}, {\"Class\": \"CALI\", \"group_value\": 934.0261403928631}, {\"Class\": \"BARBUNYA\", \"group_value\": 858.1686161663325}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f4cf1fdd84c6753da766d5f9ab83ffb047f7fd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:48:36.248594+00:00", + "ended_at": "2026-05-19T15:48:45.421748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3423327883e390dc", + "problem_id": "v2p_n10_9f31d02df353f838", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ShapeFactor3.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor3", + "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": 0.673293, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3423327883e390dc.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3423327883e390dc", + "api_calls": 0, + "input_tokens": 15528, + "cached_input_tokens": 14720, + "output_tokens": 389, + "total_tokens": 15917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9141.06, + "sql_execution_elapsed_ms_total": 22.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ab45f7d468da700f525de4e19dd03d170837a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:45.396489+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9141.06, "started_at": "2026-05-19T15:48:36.253771+00:00", "ended_at": "2026-05-19T15:48:45.394881+00:00", "prompt_metrics": {"chars": 11462, "bytes_utf8": 11462, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15528, "cached_input_tokens": 14720, "output_tokens": 389, "reasoning_output_tokens": 223}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required Relative-to-Total Extreme Threshold template with group_col=\\\"Class\\\" and measure_col=\\\"ShapeFactor3\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..018c18ba8fc993f2a5dd0307c63159bc2eaa52ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3423327883e390dc", + "api_calls": 0, + "input_tokens": 15528, + "cached_input_tokens": 14720, + "output_tokens": 389, + "total_tokens": 15917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9141.06, + "sql_execution_elapsed_ms_total": 22.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3423327883e390dc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78aeaf1efb980c7b4fb242de2ac271799b7d49f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_35d4a94ea5b7d7a3 +-- problem_id: v2p_n10_3a24ee4961e3651a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ShapeFactor2", + COUNT(*) AS support, + AVG("MajorAxisLength") AS avg_response +FROM "n10" +GROUP BY "ShapeFactor2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8997d68f278dc92935f03356ead5f7def59c6402 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_35d4a94ea5b7d7a3\n-- problem_id: v2p_n10_3a24ee4961e3651a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ShapeFactor2\",\n COUNT(*) AS support,\n AVG(\"MajorAxisLength\") AS avg_response\nFROM \"n10\"\nGROUP BY \"ShapeFactor2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_35d4a94ea5b7d7a3\\n-- problem_id: v2p_n10_3a24ee4961e3651a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ShapeFactor2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MajorAxisLength\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"ShapeFactor2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ShapeFactor2\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5eef8dbc3017c1049937011fc9d31b313f6073a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.962024+00:00", + "ended_at": "2026-05-19T16:05:40.974307+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_35d4a94ea5b7d7a3", + "problem_id": "v2p_n10_3a24ee4961e3651a", + "dataset_id": "n10", + "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=MajorAxisLength, key_col=ShapeFactor2.", + "bindings": { + "key_col": "ShapeFactor2", + "measure_col": "MajorAxisLength", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35d4a94ea5b7d7a3.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_35d4a94ea5b7d7a3/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35381ba0d540912d04f03df84c291950578585ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor3. +Result preview: [{"Class": "BOMBAY", "ShapeFactor4": "0.99613243428009335", "total_measure": 0.8214069550461693, "share_within_group": 0.25009377769644986}, {"Class": "BOMBAY", "ShapeFactor4": "0.99412642938663309", "total_measure": 0.8019539291290094, "share_within_group": 0.2441709148458717}, {"Class": "BOMBAY", "ShapeFactor4": "0.99659027970841052", "total_measure": 0.7920677034035184, "share_within_group": 0.24116085567403414}, {"Class": "BOMBAY", "ShapeFactor4": "0.99768592419703483", "total_measure": 0.7744782362756951, "share_within_group": 0.235805390572795}, {"Class": "BOMBAY", "ShapeFactor4": "0.99838929882908334", "total_measure": 0.7703883682546332, "share_within_group": 0.23456014844599835}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1af4a086880057c6c4cef4c7cbb132b588f975b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_360d62a377f641f2 +-- problem_id: v2p_n10_3e43429f04d8191e +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor4", + SUM(CAST("ShapeFactor3" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor3" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor3" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b73d2aa535c0f6623cbe8eff2cb01f3e22c306d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"ShapeFactor4\",\n SUM(CAST(\"ShapeFactor3\" AS REAL)) AS total_measure,\n SUM(CAST(\"ShapeFactor3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ShapeFactor3\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"ShapeFactor4\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor4\\\",\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor3\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor4\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"ShapeFactor4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99613243428009335\", \"total_measure\": 0.8214069550461693, \"share_within_group\": 0.25009377769644986}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99412642938663309\", \"total_measure\": 0.8019539291290094, \"share_within_group\": 0.2441709148458717}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99659027970841052\", \"total_measure\": 0.7920677034035184, \"share_within_group\": 0.24116085567403414}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99768592419703483\", \"total_measure\": 0.7744782362756951, \"share_within_group\": 0.235805390572795}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99838929882908334\", \"total_measure\": 0.7703883682546332, \"share_within_group\": 0.23456014844599835}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99698566537679423\", \"total_measure\": 0.7531046663300321, \"share_within_group\": 0.22929777967696363}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99732325693937718\", \"total_measure\": 0.7515613975743108, \"share_within_group\": 0.22882790063497577}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99517560675739436\", \"total_measure\": 0.738740141067416, \"share_within_group\": 0.22492421263364362}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99207340917514908\", \"total_measure\": 0.737748417878249, \"share_within_group\": 0.22462226267171032}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99658125065005654\", \"total_measure\": 0.7376850691439993, \"share_within_group\": 0.22460297488243186}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99789706379020404\", \"total_measure\": 0.7353183995822419, \"share_within_group\": 0.22388239499493154}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.98784063634658681\", \"total_measure\": 0.731864274881895, \"share_within_group\": 0.2228307176386133}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99782577118052684\", \"total_measure\": 0.7235391938475083, \"share_within_group\": 0.22029598019485522}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99776382522689366\", \"total_measure\": 0.7233844915351701, \"share_within_group\": 0.22024887798142337}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99744162005686676\", \"total_measure\": 0.719002080340851, \"share_within_group\": 0.21891456523391942}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99721669614205199\", \"total_measure\": 0.7177906669997215, \"share_within_group\": 0.21854572621085816}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99307701493242595\", \"total_measure\": 0.7172139118514896, \"share_within_group\": 0.21837012156940602}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99647224537818446\", \"total_measure\": 0.7170191587525101, \"share_within_group\": 0.21831082509286334}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99318528334072176\", \"total_measure\": 0.7169066267263973, \"share_within_group\": 0.21827656246658597}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99532622356912659\", \"total_measure\": 0.7165473252817863, \"share_within_group\": 0.2181671659548295}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99509631951798949\", \"total_measure\": 0.7156035750841846, \"share_within_group\": 0.21787982232976036}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99551083168359167\", \"total_measure\": 0.7142726293988958, \"share_within_group\": 0.21747458929356822}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99593432574993257\", \"total_measure\": 0.7140121936138802, \"share_within_group\": 0.2173952944094408}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99334209976610988\", \"total_measure\": 0.7124947258567577, \"share_within_group\": 0.21693327099756204}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99478057420008836\", \"total_measure\": 0.7121696053913141, \"share_within_group\": 0.2168342815686198}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99065798149410367\", \"total_measure\": 0.7120916901394512, \"share_within_group\": 0.21681055871168653}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99752315524869906\", \"total_measure\": 0.7115613449557899, \"share_within_group\": 0.2166490845122655}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99751728231391379\", \"total_measure\": 0.7112250495334344, \"share_within_group\": 0.21654669264416376}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.9990488528172804\", \"total_measure\": 0.7111928898066349, \"share_within_group\": 0.21653690097206313}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99373962261118032\", \"total_measure\": 0.7111252202062412, \"share_within_group\": 0.21651629760865884}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99485395887165495\", \"total_measure\": 0.7102076896157359, \"share_within_group\": 0.21623693706742914}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.994402191517335\", \"total_measure\": 0.709556260531554, \"share_within_group\": 0.21603859645250795}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99611957728173273\", \"total_measure\": 0.7091581410692124, \"share_within_group\": 0.21591738101879407}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99690916416157838\", \"total_measure\": 0.7091136502090181, \"share_within_group\": 0.21590383488647735}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.9899924306309088\", \"total_measure\": 0.7066513795565982, \"share_within_group\": 0.2151541473346594}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99699979221195845\", \"total_measure\": 0.7059434056599598, \"share_within_group\": 0.21493859052054548}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99747790724839813\", \"total_measure\": 0.7057167903799999, \"share_within_group\": 0.2148695929656785}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99715319226433485\", \"total_measure\": 0.7051982741432719, \"share_within_group\": 0.21471172032576036}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99409352759927017\", \"total_measure\": 0.7033145104833852, \"share_within_group\": 0.21413817079943348}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99377678141811887\", \"total_measure\": 0.7030254767895506, \"share_within_group\": 0.214050168709935}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99702270130330639\", \"total_measure\": 0.7023723286577009, \"share_within_group\": 0.21385130469656602}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99707572277396161\", \"total_measure\": 0.7023120587536058, \"share_within_group\": 0.21383295431871258}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99549169843711449\", \"total_measure\": 0.6995043533040207, \"share_within_group\": 0.21297809223332131}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99362305284946495\", \"total_measure\": 0.69945435249096, \"share_within_group\": 0.21296286848564128}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99170139321463324\", \"total_measure\": 0.6991227711254393, \"share_within_group\": 0.2128619119064361}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99130381162551739\", \"total_measure\": 0.6988485114540018, \"share_within_group\": 0.21277840806357454}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99414781881279446\", \"total_measure\": 0.6982850952351114, \"share_within_group\": 0.21260686472597295}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99145898533427379\", \"total_measure\": 0.6976688320323848, \"share_within_group\": 0.2124192310670681}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99591298312852994\", \"total_measure\": 0.6970851383767694, \"share_within_group\": 0.2122415138582552}, {\"Class\": \"BOMBAY\", \"ShapeFactor4\": \"0.99302444361632058\", \"total_measure\": 0.6967742403303955, \"share_within_group\": 0.21214685472928332}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 68.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7289997526c3594670876c94d227f6154b9c58b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:36:26.216203+00:00", + "ended_at": "2026-05-19T15:36:48.614953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_360d62a377f641f2", + "problem_id": "v2p_n10_3e43429f04d8191e", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor3.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor3", + "item_col": "ShapeFactor4", + "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": 0.696006, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_360d62a377f641f2.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_360d62a377f641f2", + "api_calls": 0, + "input_tokens": 15510, + "cached_input_tokens": 12032, + "output_tokens": 570, + "total_tokens": 16080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22324.08, + "sql_execution_elapsed_ms_total": 68.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7010abb3d1cc1f7814b736781debf97c72d044e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:48.544080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22324.08, "started_at": "2026-05-19T15:36:26.218762+00:00", "ended_at": "2026-05-19T15:36:48.542870+00:00", "prompt_metrics": {"chars": 11319, "bytes_utf8": 11319, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 621, "bytes_utf8": 621, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15510, "cached_input_tokens": 12032, "output_tokens": 570, "reasoning_output_tokens": 397}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor4\\\",\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor3\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"ShapeFactor4\\\", and measure_col=\\\"ShapeFactor3\\\". Cast \\\"ShapeFactor3\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b9f595fdbfb655811b89abeade3bf4281cb8829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_360d62a377f641f2", + "api_calls": 0, + "input_tokens": 15510, + "cached_input_tokens": 12032, + "output_tokens": 570, + "total_tokens": 16080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22324.08, + "sql_execution_elapsed_ms_total": 68.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_360d62a377f641f2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..008bf8920c4345d6da36d26e22bebabe54b0920a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=EquivDiameter. +Result preview: [{"Class": "DERMASON", "total_measure": 715170.801036799}, {"Class": "SIRA", "total_measure": 628251.8924402109}, {"Class": "CALI", "total_measure": 504542.5068795167}, {"Class": "HOROZ", "total_measure": 502688.81766233675}, {"Class": "SEKER", "total_measure": 455970.4896642242}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d10bf035a62f89973dd1f1a62ecd8905e8ec9ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_3639ec7682c72c36 +-- problem_id: v2p_n10_c1092332f5264851 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("EquivDiameter" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc7799ec46056458c93a02dfc04d47ad71b601e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"EquivDiameter\" AS REAL)) AS \"total_measure\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"EquivDiameter\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 715170.801036799}, {\"Class\": \"SIRA\", \"total_measure\": 628251.8924402109}, {\"Class\": \"CALI\", \"total_measure\": 504542.5068795167}, {\"Class\": \"HOROZ\", \"total_measure\": 502688.81766233675}, {\"Class\": \"SEKER\", \"total_measure\": 455970.4896642242}, {\"Class\": \"BARBUNYA\", \"total_measure\": 393045.165189257}, {\"Class\": \"BOMBAY\", \"total_measure\": 244787.4245256598}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b5889f607bfe8bf384ee8d7b35173c8fc84eeea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:31:15.508958+00:00", + "ended_at": "2026-05-19T15:31:26.084476+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3639ec7682c72c36", + "problem_id": "v2p_n10_c1092332f5264851", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=EquivDiameter.", + "bindings": { + "group_col": "Class", + "measure_col": "EquivDiameter", + "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": 259.029754, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3639ec7682c72c36.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3639ec7682c72c36", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 15645, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10558.23, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1fdba78e7848c7b806334d7c733192c824c7577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:26.070669+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10558.23, "started_at": "2026-05-19T15:31:15.511399+00:00", "ended_at": "2026-05-19T15:31:26.069660+00:00", "prompt_metrics": {"chars": 10911, "bytes_utf8": 10911, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15390, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 155}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"EquivDiameter\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"EquivDiameter\\\". CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6801260d3ad3189382e3559eea8da439a85b1bcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3639ec7682c72c36", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 15645, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10558.23, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3639ec7682c72c36/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8128973890e3e0840fd488d99eeede68381ccc61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=Compactness. +Result preview: [{"Class": "BOMBAY", "ShapeFactor1": "3.6393166728403781E-3", "total_measure": 0.9063150418293681, "share_within_group": 0.2190497705673748}, {"Class": "BOMBAY", "ShapeFactor1": "3.1401950298288752E-3", "total_measure": 0.895518804453044, "share_within_group": 0.21644039831696923}, {"Class": "BOMBAY", "ShapeFactor1": "3.3928959525953446E-3", "total_measure": 0.8899818556597197, "share_within_group": 0.21510215796251933}, {"Class": "BOMBAY", "ShapeFactor1": "3.1252993370199035E-3", "total_measure": 0.8800444513066912, "share_within_group": 0.2127003594232693}, {"Class": "BOMBAY", "ShapeFactor1": "3.3312532344474486E-3", "total_measure": 0.8777177041934572, "share_within_group": 0.21213800152585047}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e7599b51b9e60646e44f0adee41afdea5fa8c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_36ca7734f143fcd1 +-- problem_id: v2p_n10_71c57960abbf2ee7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor1", + SUM(CAST("Compactness" AS REAL)) AS total_measure, + SUM(CAST("Compactness" AS REAL)) * 100.0 / SUM(SUM(CAST("Compactness" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1de25c853868a5bbde89e6c39a92645accc9e848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"ShapeFactor1\",\n SUM(CAST(\"Compactness\" AS REAL)) AS total_measure,\n SUM(CAST(\"Compactness\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Compactness\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"ShapeFactor1\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor1\\\",\\n SUM(CAST(\\\"Compactness\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Compactness\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Compactness\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor1\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"ShapeFactor1\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.6393166728403781E-3\", \"total_measure\": 0.9063150418293681, \"share_within_group\": 0.2190497705673748}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.1401950298288752E-3\", \"total_measure\": 0.895518804453044, \"share_within_group\": 0.21644039831696923}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3928959525953446E-3\", \"total_measure\": 0.8899818556597197, \"share_within_group\": 0.21510215796251933}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.1252993370199035E-3\", \"total_measure\": 0.8800444513066912, \"share_within_group\": 0.2127003594232693}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3312532344474486E-3\", \"total_measure\": 0.8777177041934572, \"share_within_group\": 0.21213800152585047}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.2751513354793691E-3\", \"total_measure\": 0.8678160325380213, \"share_within_group\": 0.2097448393203786}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5023050874404358E-3\", \"total_measure\": 0.8669264083959553, \"share_within_group\": 0.20952982361919656}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3216783382793089E-3\", \"total_measure\": 0.859499936630257, \"share_within_group\": 0.20773489927024424}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"2.9849434345394148E-3\", \"total_measure\": 0.8589228241688823, \"share_within_group\": 0.20759541537510715}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.213661662030427E-3\", \"total_measure\": 0.858885946528408, \"share_within_group\": 0.20758650231694065}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5979424517471798E-3\", \"total_measure\": 0.8575070842752506, \"share_within_group\": 0.20725324131358305}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3982717100333143E-3\", \"total_measure\": 0.8554906632347865, \"share_within_group\": 0.2067658869766305}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.0307101974791548E-3\", \"total_measure\": 0.8506110708470166, \"share_within_group\": 0.2055865248964803}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3229482615767169E-3\", \"total_measure\": 0.8505201299999726, \"share_within_group\": 0.20556454515349823}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5294777102890178E-3\", \"total_measure\": 0.8479399037318924, \"share_within_group\": 0.20494092318326806}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.2388495346037383E-3\", \"total_measure\": 0.8472252752365934, \"share_within_group\": 0.20476820266036888}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.0800669625052975E-3\", \"total_measure\": 0.846884827973373, \"share_within_group\": 0.20468591902669092}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.2158398631565738E-3\", \"total_measure\": 0.8467698381216172, \"share_within_group\": 0.2046581268137383}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.2315712559071097E-3\", \"total_measure\": 0.8467033876903985, \"share_within_group\": 0.20464206622659062}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5516322173193759E-3\", \"total_measure\": 0.8464911844087842, \"share_within_group\": 0.20459077823289537}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3309808725842699E-3\", \"total_measure\": 0.8459335524047882, \"share_within_group\": 0.20445600262298183}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.4124863355191209E-3\", \"total_measure\": 0.845146513569627, \"share_within_group\": 0.20426578104625318}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"2.7780126683855494E-3\", \"total_measure\": 0.844992422222756, \"share_within_group\": 0.20422853828560078}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.9591703429639998E-3\", \"total_measure\": 0.8440940266680944, \"share_within_group\": 0.20401140259762837}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3732535717502449E-3\", \"total_measure\": 0.8439014192376466, \"share_within_group\": 0.20396485077899806}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.4190820293479376E-3\", \"total_measure\": 0.8438552542583657, \"share_within_group\": 0.2039536930384189}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.7609579107919394E-3\", \"total_measure\": 0.8435409563001609, \"share_within_group\": 0.20387772950205788}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3975232666948628E-3\", \"total_measure\": 0.8433415971795973, \"share_within_group\": 0.20382954584890806}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.6772148373950741E-3\", \"total_measure\": 0.8433225301191916, \"share_within_group\": 0.20382493747873376}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.4221654331688029E-3\", \"total_measure\": 0.8432824083343855, \"share_within_group\": 0.2038152403344176}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5274104969668157E-3\", \"total_measure\": 0.8427382094195894, \"share_within_group\": 0.2036837114047107}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.1327949722780332E-3\", \"total_measure\": 0.8423516252323336, \"share_within_group\": 0.20359027681120287}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.4081893820766492E-3\", \"total_measure\": 0.8421152777792434, \"share_within_group\": 0.20353315334642058}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.6953372239709875E-3\", \"total_measure\": 0.8420888612308193, \"share_within_group\": 0.20352676865831057}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"2.9744233565702285E-3\", \"total_measure\": 0.8406255882118973, \"share_within_group\": 0.20317310618524234}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3617012472813121E-3\", \"total_measure\": 0.8402043832663335, \"share_within_group\": 0.20307130400561468}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5959772150091105E-3\", \"total_measure\": 0.8400695152069261, \"share_within_group\": 0.20303870737408308}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.1588030254831225E-3\", \"total_measure\": 0.8397608434210728, \"share_within_group\": 0.2029641036427632}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.6252471476067188E-3\", \"total_measure\": 0.8386384861687336, \"share_within_group\": 0.20269283803723678}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.4511016422297601E-3\", \"total_measure\": 0.8384661452852766, \"share_within_group\": 0.20265118449598649}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.6614042819635424E-3\", \"total_measure\": 0.8380765649137917, \"share_within_group\": 0.20255702574648687}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.7428959658333083E-3\", \"total_measure\": 0.8380406068643725, \"share_within_group\": 0.2025483349468071}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3496101540424509E-3\", \"total_measure\": 0.8363637685266027, \"share_within_group\": 0.20214305528552545}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.6217346101826719E-3\", \"total_measure\": 0.8363338762067216, \"share_within_group\": 0.20213583052866999}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.7418792203118638E-3\", \"total_measure\": 0.8361356176634502, \"share_within_group\": 0.20208791287706734}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.3942409588508019E-3\", \"total_measure\": 0.8359715972770856, \"share_within_group\": 0.20204827033960152}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.5108360132555015E-3\", \"total_measure\": 0.8356345464586248, \"share_within_group\": 0.20196680760198177}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.128015233084004E-3\", \"total_measure\": 0.8352657254026318, \"share_within_group\": 0.20187766622843398}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.2606323393196716E-3\", \"total_measure\": 0.8349162463246056, \"share_within_group\": 0.20179319967064055}, {\"Class\": \"BOMBAY\", \"ShapeFactor1\": \"3.1371115434811721E-3\", \"total_measure\": 0.8347300403905417, \"share_within_group\": 0.20174819504724528}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 75.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b78b6d1cbed71fdf24aa88a188b95d528eef613 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:34:53.601096+00:00", + "ended_at": "2026-05-19T15:35:05.148400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_36ca7734f143fcd1", + "problem_id": "v2p_n10_71c57960abbf2ee7", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=Compactness.", + "bindings": { + "group_col": "Class", + "measure_col": "Compactness", + "item_col": "ShapeFactor1", + "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": 0.83427, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36ca7734f143fcd1.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_36ca7734f143fcd1", + "api_calls": 0, + "input_tokens": 15507, + "cached_input_tokens": 12032, + "output_tokens": 553, + "total_tokens": 16060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11465.06, + "sql_execution_elapsed_ms_total": 75.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc1cffaf2bd1a5c3d5e1e32ae886de0ea1eb6e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:05.070381+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11465.06, "started_at": "2026-05-19T15:34:53.603571+00:00", "ended_at": "2026-05-19T15:35:05.068667+00:00", "prompt_metrics": {"chars": 11311, "bytes_utf8": 11311, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15507, "cached_input_tokens": 12032, "output_tokens": 553, "reasoning_output_tokens": 387}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor1\\\",\\n SUM(CAST(\\\"Compactness\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Compactness\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Compactness\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor1\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"ShapeFactor1\\\", and measure_col=\\\"Compactness\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae65420e233233ebc20394272b1f7bdee4296922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_36ca7734f143fcd1", + "api_calls": 0, + "input_tokens": 15507, + "cached_input_tokens": 12032, + "output_tokens": 553, + "total_tokens": 16060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11465.06, + "sql_execution_elapsed_ms_total": 75.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_36ca7734f143fcd1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc32a161af93745f933eb87870f9d70e60cda6f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/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=Class, measure_col=Area. +Result preview: [{"Class": "BOMBAY", "avg_measure": 173485.05938697318}, {"Class": "CALI", "avg_measure": 75538.21104294478}, {"Class": "BARBUNYA", "avg_measure": 69804.13313161876}, {"Class": "HOROZ", "avg_measure": 53648.508817427384}, {"Class": "SIRA", "avg_measure": 44729.12860394537}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f131249895bd88985cf3f076e35854b9a4f59c59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_3a64c743afaf2b6a +-- problem_id: v2p_n10_26b442a923fb28cf +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Area" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac9ae13f7be88b80f1241b451408de3222c71208 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/query_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 \"Class\",\n AVG(CAST(\"Area\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Area\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 173485.05938697318}, {\"Class\": \"CALI\", \"avg_measure\": 75538.21104294478}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 69804.13313161876}, {\"Class\": \"HOROZ\", \"avg_measure\": 53648.508817427384}, {\"Class\": \"SIRA\", \"avg_measure\": 44729.12860394537}, {\"Class\": \"SEKER\", \"avg_measure\": 39881.299950666005}, {\"Class\": \"DERMASON\", \"avg_measure\": 32118.710941906375}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f237032c19453d454bf051e0d5e70aba3a1e9cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:40:21.565978+00:00", + "ended_at": "2026-05-19T15:40:35.217365+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3a64c743afaf2b6a", + "problem_id": "v2p_n10_26b442a923fb28cf", + "dataset_id": "n10", + "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=Class, measure_col=Area.", + "bindings": { + "group_col": "Class", + "measure_col": "Area", + "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": 61332.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3a64c743afaf2b6a.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3a64c743afaf2b6a", + "api_calls": 0, + "input_tokens": 15398, + "cached_input_tokens": 14720, + "output_tokens": 237, + "total_tokens": 15635, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13592.34, + "sql_execution_elapsed_ms_total": 52.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b68cb1aab3393959c29ace06f238da6b4695e2be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:35.162543+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13592.34, "started_at": "2026-05-19T15:40:21.568572+00:00", "ended_at": "2026-05-19T15:40:35.160946+00:00", "prompt_metrics": {"chars": 10974, "bytes_utf8": 10974, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15398, "cached_input_tokens": 14720, "output_tokens": 237, "reasoning_output_tokens": 137}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Area\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"Area\\\". Cast \\\"Area\\\" from TEXT to REAL so AVG works numerically in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02421f9958ec7d08968a4ecb4a6f80a391ef14bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3a64c743afaf2b6a", + "api_calls": 0, + "input_tokens": 15398, + "cached_input_tokens": 14720, + "output_tokens": 237, + "total_tokens": 15635, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13592.34, + "sql_execution_elapsed_ms_total": 52.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3a64c743afaf2b6a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f4720eda1f2aae6a0294b5ef845cb75ed6612c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Perimeter. +Result preview: [{"Class": "DERMASON", "total_measure": 2358833.014}, {"Class": "SIRA", "total_measure": 2099359.792}, {"Class": "HOROZ", "total_measure": 1773489.4549999998}, {"Class": "CALI", "total_measure": 1723943.879}, {"Class": "SEKER", "total_measure": 1474992.0359999998}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba0b82766a710279d52d57c428c0b54e38846590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_3b038bcf20895710 +-- problem_id: v2p_n10_e6f9fd440bf11dab +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Perimeter" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57b37259b054cce659bd14d6daff5a77bd850d25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"Perimeter\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Perimeter\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 2358833.014}, {\"Class\": \"SIRA\", \"total_measure\": 2099359.792}, {\"Class\": \"HOROZ\", \"total_measure\": 1773489.4549999998}, {\"Class\": \"CALI\", \"total_measure\": 1723943.879}, {\"Class\": \"SEKER\", \"total_measure\": 1474992.0359999998}, {\"Class\": \"BARBUNYA\", \"total_measure\": 1382951.82}, {\"Class\": \"BOMBAY\", \"total_measure\": 827693.159}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac84cc494b322b0577207050ad5d5a796c001392 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:28:34.921083+00:00", + "ended_at": "2026-05-19T15:28:44.181392+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3b038bcf20895710", + "problem_id": "v2p_n10_e6f9fd440bf11dab", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Perimeter.", + "bindings": { + "group_col": "Class", + "measure_col": "Perimeter", + "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": 977.213, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3b038bcf20895710.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3b038bcf20895710", + "api_calls": 0, + "input_tokens": 15387, + "cached_input_tokens": 12032, + "output_tokens": 260, + "total_tokens": 15647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9247.73, + "sql_execution_elapsed_ms_total": 8.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41bd9c196f14fbdee9622e38608e700aa930f53a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:44.171791+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9247.73, "started_at": "2026-05-19T15:28:34.923326+00:00", "ended_at": "2026-05-19T15:28:44.171083+00:00", "prompt_metrics": {"chars": 10897, "bytes_utf8": 10897, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15387, "cached_input_tokens": 12032, "output_tokens": 260, "reasoning_output_tokens": 162}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Perimeter\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"Perimeter\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6de94619733a05a0f462d3cd220e9da4fa9554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3b038bcf20895710", + "api_calls": 0, + "input_tokens": 15387, + "cached_input_tokens": 12032, + "output_tokens": 260, + "total_tokens": 15647, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9247.73, + "sql_execution_elapsed_ms_total": 8.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3b038bcf20895710/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3cfbed0f8efa3cc8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3cfbed0f8efa3cc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72bdf2bb13891d4e7186dbfdc72cfcdada450c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3cfbed0f8efa3cc8/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:58:39.240535+00:00", + "ended_at": "2026-05-19T15:58:46.131118+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3cfbed0f8efa3cc8", + "problem_id": "v2p_n10_6c088743df3d35a0", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "SIRA", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 1.707109, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3cfbed0f8efa3cc8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3cfbed0f8efa3cc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b8a8ebf0d1795de5222ba942c272ed59f049897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3cfbed0f8efa3cc8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:41.918857+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2675.17, "started_at": "2026-05-19T15:58:39.242970+00:00", "ended_at": "2026-05-19T15:58:41.918166+00:00", "prompt_metrics": {"chars": 11151, "bytes_utf8": 11151, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-ed8f-7503-b759-1e4c3536dc3a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:46.131030+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3209.62, "started_at": "2026-05-19T15:58:42.920658+00:00", "ended_at": "2026-05-19T15:58:46.130320+00:00", "prompt_metrics": {"chars": 11151, "bytes_utf8": 11151, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-fbfe-7f20-97fe-bd0e30fb5c20\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cae4f47fedf0d76c4a011f2896f7bbf3077a3395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/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=Class, measure_col=roundness. +Result preview: [{"Class": "SEKER", "percentile_measure": 0.9708629651041027}, {"Class": "DERMASON", "percentile_measure": 0.9362275908523316}, {"Class": "SIRA", "percentile_measure": 0.9120860792683496}, {"Class": "BOMBAY", "percentile_measure": 0.8980643373902032}, {"Class": "CALI", "percentile_measure": 0.8759540877071}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7747eaf4bc5cd4e377efee8f7046dc713eef094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/generated_sql.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_3e71ae472aaf742f +-- problem_id: v2p_n10_ffa7f111a3c75045 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "Class" AS "group_col", + CAST("roundness" AS REAL) AS "measure" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "roundness" IS NOT NULL +), +"__ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "__base" +), +"__params" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.9) + 1.0 AS "h", + CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) AS "h_floor", + CASE + WHEN CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) < ((("cnt" - 1) * 0.9) + 1.0) + THEN CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) + END AS "h_ceil" + FROM "__ranked" +) +SELECT + "p"."group_col" AS "Class", + CASE + WHEN "p"."h_floor" = "p"."h_ceil" THEN MAX(CASE WHEN "r"."rn" = "p"."h_floor" THEN "r"."measure" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."h_floor" THEN "r"."measure" END) * ("p"."h_ceil" - "p"."h") + + MAX(CASE WHEN "r"."rn" = "p"."h_ceil" THEN "r"."measure" END) * ("p"."h" - "p"."h_floor") + END AS "percentile_measure" +FROM "__params" AS "p" +JOIN "__ranked" AS "r" + ON "r"."group_col" = "p"."group_col" +GROUP BY + "p"."group_col", + "p"."h", + "p"."h_floor", + "p"."h_ceil" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f47a463819f59a1bbeda25f941d4a790298552d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/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 \"__base\" AS (\n SELECT\n \"Class\" AS \"group_col\",\n CAST(\"roundness\" AS REAL) AS \"measure\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"roundness\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"__base\"\n),\n\"__params\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9) + 1.0 AS \"h\",\n CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER) AS \"h_floor\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER) < (((\"cnt\" - 1) * 0.9) + 1.0)\n THEN CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER)\n END AS \"h_ceil\"\n FROM \"__ranked\"\n)\nSELECT\n \"p\".\"group_col\" AS \"Class\",\n CASE\n WHEN \"p\".\"h_floor\" = \"p\".\"h_ceil\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"h_floor\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"h_floor\" THEN \"r\".\"measure\" END) * (\"p\".\"h_ceil\" - \"p\".\"h\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"h_ceil\" THEN \"r\".\"measure\" END) * (\"p\".\"h\" - \"p\".\"h_floor\")\n END AS \"percentile_measure\"\nFROM \"__params\" AS \"p\"\nJOIN \"__ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"p\".\"group_col\"\nGROUP BY\n \"p\".\"group_col\",\n \"p\".\"h\",\n \"p\".\"h_floor\",\n \"p\".\"h_ceil\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"Class\\\" AS \\\"group_col\\\",\\n CAST(\\\"roundness\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"roundness\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"__base\\\"\\n),\\n\\\"__params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"h\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) AS \\\"h_floor\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) < (((\\\"cnt\\\" - 1) * 0.9) + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER)\\n END AS \\\"h_ceil\\\"\\n FROM \\\"__ranked\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"Class\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"h_floor\\\" = \\\"p\\\".\\\"h_ceil\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"h_floor\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"h_floor\\\" THEN \\\"r\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"h_ceil\\\" - \\\"p\\\".\\\"h\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"h_ceil\\\" THEN \\\"r\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"h\\\" - \\\"p\\\".\\\"h_floor\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"__params\\\" AS \\\"p\\\"\\nJOIN \\\"__ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\nGROUP BY\\n \\\"p\\\".\\\"group_col\\\",\\n \\\"p\\\".\\\"h\\\",\\n \\\"p\\\".\\\"h_floor\\\",\\n \\\"p\\\".\\\"h_ceil\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"SEKER\", \"percentile_measure\": 0.9708629651041027}, {\"Class\": \"DERMASON\", \"percentile_measure\": 0.9362275908523316}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.9120860792683496}, {\"Class\": \"BOMBAY\", \"percentile_measure\": 0.8980643373902032}, {\"Class\": \"CALI\", \"percentile_measure\": 0.8759540877071}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.8589467364323926}, {\"Class\": \"HOROZ\", \"percentile_measure\": 0.8265431086744638}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a04c7f556506980f1d74b8ea279762e657580ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:55:05.141153+00:00", + "ended_at": "2026-05-19T15:55:28.516522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3e71ae472aaf742f", + "problem_id": "v2p_n10_ffa7f111a3c75045", + "dataset_id": "n10", + "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=Class, measure_col=roundness.", + "bindings": { + "group_col": "Class", + "measure_col": "roundness", + "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": 0.905212, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e71ae472aaf742f.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3e71ae472aaf742f", + "api_calls": 0, + "input_tokens": 15426, + "cached_input_tokens": 14720, + "output_tokens": 1172, + "total_tokens": 16598, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22308.41, + "sql_execution_elapsed_ms_total": 58.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0b96803158991da8c4e7b4d21bde2ee06107c58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:08.442511+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3296.5, "started_at": "2026-05-19T15:55:05.144834+00:00", "ended_at": "2026-05-19T15:55:08.441371+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-a948-73c0-a5ab-67719a3f5c14\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:28.456822+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19011.91, "started_at": "2026-05-19T15:55:09.443731+00:00", "ended_at": "2026-05-19T15:55:28.455684+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 1816, "bytes_utf8": 1816, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15426, "cached_input_tokens": 14720, "output_tokens": 1172, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"Class\\\" AS \\\"group_col\\\",\\n CAST(\\\"roundness\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"roundness\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"__base\\\"\\n),\\n\\\"__params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"h\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) AS \\\"h_floor\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) < (((\\\"cnt\\\" - 1) * 0.9) + 1.0)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER)\\n END AS \\\"h_ceil\\\"\\n FROM \\\"__ranked\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"Class\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"h_floor\\\" ="} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0c3a6c1e95173117ffc4646156e5520cdd92eaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3e71ae472aaf742f", + "api_calls": 0, + "input_tokens": 15426, + "cached_input_tokens": 14720, + "output_tokens": 1172, + "total_tokens": 16598, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22308.41, + "sql_execution_elapsed_ms_total": 58.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e71ae472aaf742f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0aa84adf17e66e0426085c216a39342c3491d2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/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=Class, condition_col=Class. +Result preview: [{"Class": "DERMASON", "condition_rate": 1.0}, {"Class": "SIRA", "condition_rate": 0.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a1e10ad5e9268de62efe0b3e4446ec674578f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_3e7f8a92a65279b8 +-- problem_id: v2p_n10_4b23bc39cfb014af +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61d45b557b8fe32d091752d332a1cfc69e7cc271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"DERMASON\", \"condition_rate\": 1.0}, {\"Class\": \"SIRA\", \"condition_rate\": 0.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8bde0fa39fe6e3cb7f846a29f317fed3814a631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:57:34.020133+00:00", + "ended_at": "2026-05-19T15:57:43.988215+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3e7f8a92a65279b8", + "problem_id": "v2p_n10_4b23bc39cfb014af", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 977.213, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e7f8a92a65279b8.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3e7f8a92a65279b8", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 300, + "total_tokens": 15751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9948.61, + "sql_execution_elapsed_ms_total": 11.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a12dc53845ae0c235f2020f41d82749c100aaf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:43.974514+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9948.61, "started_at": "2026-05-19T15:57:34.024690+00:00", "ended_at": "2026-05-19T15:57:43.973334+00:00", "prompt_metrics": {"chars": 11143, "bytes_utf8": 11143, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15451, "cached_input_tokens": 14720, "output_tokens": 300, "reasoning_output_tokens": 196}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"Class\\\" and condition_value set to 'DERMASON'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d008d5650e6f673ce69e93d719699c81c7ed4211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3e7f8a92a65279b8", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 300, + "total_tokens": 15751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9948.61, + "sql_execution_elapsed_ms_total": 11.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3e7f8a92a65279b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0a7e6accb76e2847673c31d8e74fcab32b17a0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MajorAxisLength. +Result preview: [{"MajorAxisLength": "738.8601534818813"}, {"MajorAxisLength": "738.14450172517365"}, {"MajorAxisLength": "726.37349315853726"}, {"MajorAxisLength": "722.49406833984892"}, {"MajorAxisLength": "721.21609835130369"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f3a9c1278e884f6957b5484d03d642a85f117cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_3fe0377a2db711a8 +-- problem_id: v2p_n10_40cde6ff8c4e2d1b +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "MajorAxisLength", + NTILE(10) OVER (ORDER BY CAST("MajorAxisLength" AS REAL) DESC) AS "tail_bucket" + FROM "n10" + WHERE "MajorAxisLength" IS NOT NULL +) +SELECT "MajorAxisLength" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("MajorAxisLength" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a440de90e7a49ee7a8ae5e22db7ebb99dc1c42f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT \"MajorAxisLength\",\n NTILE(10) OVER (ORDER BY CAST(\"MajorAxisLength\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n10\"\n WHERE \"MajorAxisLength\" IS NOT NULL\n)\nSELECT \"MajorAxisLength\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"MajorAxisLength\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"MajorAxisLength\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MajorAxisLength\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"MajorAxisLength\\\" IS NOT NULL\\n)\\nSELECT \\\"MajorAxisLength\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"MajorAxisLength\\\" AS REAL) DESC;\", \"columns\": [\"MajorAxisLength\"], \"rows\": [{\"MajorAxisLength\": \"738.8601534818813\"}, {\"MajorAxisLength\": \"738.14450172517365\"}, {\"MajorAxisLength\": \"726.37349315853726\"}, {\"MajorAxisLength\": \"722.49406833984892\"}, {\"MajorAxisLength\": \"721.21609835130369\"}, {\"MajorAxisLength\": \"720.69552054653661\"}, {\"MajorAxisLength\": \"719.1256903918719\"}, {\"MajorAxisLength\": \"715.05303981110421\"}, {\"MajorAxisLength\": \"713.96728210860931\"}, {\"MajorAxisLength\": \"713.36683697537933\"}, {\"MajorAxisLength\": \"712.90735139088724\"}, {\"MajorAxisLength\": \"712.40867511132171\"}, {\"MajorAxisLength\": \"710.86837970046179\"}, {\"MajorAxisLength\": \"706.99307578654498\"}, {\"MajorAxisLength\": \"705.40989638010592\"}, {\"MajorAxisLength\": \"704.30420883839554\"}, {\"MajorAxisLength\": \"695.13762965836861\"}, {\"MajorAxisLength\": \"689.38579877233065\"}, {\"MajorAxisLength\": \"689.24305530468712\"}, {\"MajorAxisLength\": \"687.72304341535823\"}, {\"MajorAxisLength\": \"685.94104727905165\"}, {\"MajorAxisLength\": \"684.27476690954927\"}, {\"MajorAxisLength\": \"682.73678645520624\"}, {\"MajorAxisLength\": \"682.46554680682107\"}, {\"MajorAxisLength\": \"680.81255486490397\"}, {\"MajorAxisLength\": \"680.4892103204221\"}, {\"MajorAxisLength\": \"679.97538740289485\"}, {\"MajorAxisLength\": \"679.83987109042653\"}, {\"MajorAxisLength\": \"679.72003669792934\"}, {\"MajorAxisLength\": \"679.0974407969095\"}, {\"MajorAxisLength\": \"678.57300818369356\"}, {\"MajorAxisLength\": \"676.98388445750982\"}, {\"MajorAxisLength\": \"676.70982962424785\"}, {\"MajorAxisLength\": \"676.05898642276406\"}, {\"MajorAxisLength\": \"675.70774326278161\"}, {\"MajorAxisLength\": \"674.48618523102311\"}, {\"MajorAxisLength\": \"672.24810213524154\"}, {\"MajorAxisLength\": \"671.61539190371161\"}, {\"MajorAxisLength\": \"670.96664658503778\"}, {\"MajorAxisLength\": \"669.0993604706523\"}, {\"MajorAxisLength\": \"667.53142140990883\"}, {\"MajorAxisLength\": \"666.01779981198035\"}, {\"MajorAxisLength\": \"665.98850502336768\"}, {\"MajorAxisLength\": \"665.63523003785531\"}, {\"MajorAxisLength\": \"665.43321052594604\"}, {\"MajorAxisLength\": \"664.75118969974301\"}, {\"MajorAxisLength\": \"664.26409477882589\"}, {\"MajorAxisLength\": \"664.18871281692896\"}, {\"MajorAxisLength\": \"663.53708037059062\"}, {\"MajorAxisLength\": \"663.41796167782366\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 39.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..088178810d88314bab99023d5200393c99c1d258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:45:12.473694+00:00", + "ended_at": "2026-05-19T15:45:28.604199+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_3fe0377a2db711a8", + "problem_id": "v2p_n10_40cde6ff8c4e2d1b", + "dataset_id": "n10", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MajorAxisLength.", + "bindings": { + "measure_col": "MajorAxisLength", + "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": 376.495012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3fe0377a2db711a8.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3fe0377a2db711a8", + "api_calls": 0, + "input_tokens": 15445, + "cached_input_tokens": 14720, + "output_tokens": 616, + "total_tokens": 16061, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.79, + "sql_execution_elapsed_ms_total": 39.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46d06700e74ccd4a9de4549430423919f8f5308e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:28.562159+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16083.79, "started_at": "2026-05-19T15:45:12.477098+00:00", "ended_at": "2026-05-19T15:45:28.560925+00:00", "prompt_metrics": {"chars": 11090, "bytes_utf8": 11090, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15445, "cached_input_tokens": 14720, "output_tokens": 616, "reasoning_output_tokens": 455}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT \\\"MajorAxisLength\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MajorAxisLength\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"MajorAxisLength\\\" IS NOT NULL\\n)\\nSELECT \\\"MajorAxisLength\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"MajorAxisLength\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"MajorAxisLength\\\" and num_tiles=10. CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b4492f2719f427299c0dd585fc239dfe45cb2ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_3fe0377a2db711a8", + "api_calls": 0, + "input_tokens": 15445, + "cached_input_tokens": 14720, + "output_tokens": 616, + "total_tokens": 16061, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.79, + "sql_execution_elapsed_ms_total": 39.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_3fe0377a2db711a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3902c007cd8facca8c47f51d3e94d87369d8d496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ShapeFactor1. +Result preview: [{"ShapeFactor1": 0.010451169324378654}, {"ShapeFactor1": 0.009897003430639421}, {"ShapeFactor1": 0.009823979958898754}, {"ShapeFactor1": 0.009747873629575219}, {"ShapeFactor1": 0.009720055880400884}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd8269931dda7ea261004281d05a7878f94aa6fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_40d7ebbdfed06f28 +-- problem_id: v2p_n10_3200b3b55dc1a936 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("ShapeFactor1" AS REAL) AS "ShapeFactor1", + NTILE(10) OVER (ORDER BY CAST("ShapeFactor1" AS REAL) DESC) AS "tail_bucket" + FROM "n10" +) +SELECT "ShapeFactor1" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "ShapeFactor1" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d10e6688922536ec890deb0f6a2bb173716776e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"ShapeFactor1\" AS REAL) AS \"ShapeFactor1\",\n NTILE(10) OVER (ORDER BY CAST(\"ShapeFactor1\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n10\"\n)\nSELECT \"ShapeFactor1\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"ShapeFactor1\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"ShapeFactor1\\\" AS REAL) AS \\\"ShapeFactor1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ShapeFactor1\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n10\\\"\\n)\\nSELECT \\\"ShapeFactor1\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ShapeFactor1\\\" DESC;\", \"columns\": [\"ShapeFactor1\"], \"rows\": [{\"ShapeFactor1\": 0.010451169324378654}, {\"ShapeFactor1\": 0.009897003430639421}, {\"ShapeFactor1\": 0.009823979958898754}, {\"ShapeFactor1\": 0.009747873629575219}, {\"ShapeFactor1\": 0.009720055880400884}, {\"ShapeFactor1\": 0.009669149499854191}, {\"ShapeFactor1\": 0.009666469781492052}, {\"ShapeFactor1\": 0.00966158688767995}, {\"ShapeFactor1\": 0.009652959465525798}, {\"ShapeFactor1\": 0.009612311228890693}, {\"ShapeFactor1\": 0.00957479565946555}, {\"ShapeFactor1\": 0.009516913282003278}, {\"ShapeFactor1\": 0.009511500779802996}, {\"ShapeFactor1\": 0.009449109295266647}, {\"ShapeFactor1\": 0.009435148995447102}, {\"ShapeFactor1\": 0.009426474819220584}, {\"ShapeFactor1\": 0.009413576666280213}, {\"ShapeFactor1\": 0.009410545375312053}, {\"ShapeFactor1\": 0.009400317864926212}, {\"ShapeFactor1\": 0.009378326375262038}, {\"ShapeFactor1\": 0.00937122002310845}, {\"ShapeFactor1\": 0.009362143259465177}, {\"ShapeFactor1\": 0.009345646598783206}, {\"ShapeFactor1\": 0.00932849724000174}, {\"ShapeFactor1\": 0.009324544120443028}, {\"ShapeFactor1\": 0.009318010782090104}, {\"ShapeFactor1\": 0.009306534913459542}, {\"ShapeFactor1\": 0.009287114369303488}, {\"ShapeFactor1\": 0.009269266938906538}, {\"ShapeFactor1\": 0.009248078744773793}, {\"ShapeFactor1\": 0.00924762824354642}, {\"ShapeFactor1\": 0.009237095622524612}, {\"ShapeFactor1\": 0.00923417996667186}, {\"ShapeFactor1\": 0.009223442208345018}, {\"ShapeFactor1\": 0.009222507268888805}, {\"ShapeFactor1\": 0.009209816285331589}, {\"ShapeFactor1\": 0.009188045291859464}, {\"ShapeFactor1\": 0.009183921107705465}, {\"ShapeFactor1\": 0.009182870630278261}, {\"ShapeFactor1\": 0.00916702859822574}, {\"ShapeFactor1\": 0.009164185816628855}, {\"ShapeFactor1\": 0.0091498339218077}, {\"ShapeFactor1\": 0.009147440045573853}, {\"ShapeFactor1\": 0.00914563287643197}, {\"ShapeFactor1\": 0.009145429248711652}, {\"ShapeFactor1\": 0.00914285231736732}, {\"ShapeFactor1\": 0.009139369426659103}, {\"ShapeFactor1\": 0.009139114620862998}, {\"ShapeFactor1\": 0.009135266082163647}, {\"ShapeFactor1\": 0.009128857095660376}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 52.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44ff80e836b98f185d7018364aa2f955d9586b0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:43:45.164536+00:00", + "ended_at": "2026-05-19T15:44:01.067093+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_40d7ebbdfed06f28", + "problem_id": "v2p_n10_3200b3b55dc1a936", + "dataset_id": "n10", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ShapeFactor1.", + "bindings": { + "measure_col": "ShapeFactor1", + "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": 0.007271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_40d7ebbdfed06f28.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_40d7ebbdfed06f28", + "api_calls": 0, + "input_tokens": 15445, + "cached_input_tokens": 14720, + "output_tokens": 461, + "total_tokens": 15906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15843.5, + "sql_execution_elapsed_ms_total": 52.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12f150cb8c5fb72ad28a65926186a1e186f3581f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:01.012395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15843.5, "started_at": "2026-05-19T15:43:45.167325+00:00", "ended_at": "2026-05-19T15:44:01.010858+00:00", "prompt_metrics": {"chars": 11082, "bytes_utf8": 11082, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15445, "cached_input_tokens": 14720, "output_tokens": 461, "reasoning_output_tokens": 303}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"ShapeFactor1\\\" AS REAL) AS \\\"ShapeFactor1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ShapeFactor1\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n10\\\"\\n)\\nSELECT \\\"ShapeFactor1\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ShapeFactor1\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"ShapeFactor1\\\" and num_tiles=10. CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..319c2f41898a4c0f4433ce7ef281b0f0a01deb1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_40d7ebbdfed06f28", + "api_calls": 0, + "input_tokens": 15445, + "cached_input_tokens": 14720, + "output_tokens": 461, + "total_tokens": 15906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15843.5, + "sql_execution_elapsed_ms_total": 52.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_40d7ebbdfed06f28/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ae7c4f371a8cbed6121d9b04e73929a068d1fdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/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=Class, measure_col=Solidity. +Result preview: [{"Class": "SEKER", "percentile_measure": 0.9929835203720554}, {"Class": "BOMBAY", "percentile_measure": 0.9923780399849984}, {"Class": "CALI", "percentile_measure": 0.9919941868617977}, {"Class": "SIRA", "percentile_measure": 0.9913554633471646}, {"Class": "DERMASON", "percentile_measure": 0.9913102105026593}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2619078d61fa876a627a23d323e9af8032ad38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_41a4d53791e2ca1d +-- problem_id: v2p_n10_d1765cb4f87271bd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Solidity" AS REAL) AS "percentile_measure", + CUME_DIST() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Solidity" AS REAL) + ) AS "cdf" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Solidity" IS NOT NULL +) +SELECT + "Class", + MIN("percentile_measure") AS "percentile_measure" +FROM "ranked" +WHERE "cdf" >= 0.95 +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a00342075fd20dd77797cf99f794e8f3d47d2adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/query_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 \"Class\",\n CAST(\"Solidity\" AS REAL) AS \"percentile_measure\",\n CUME_DIST() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"Solidity\" AS REAL)\n ) AS \"cdf\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"Solidity\" IS NOT NULL\n)\nSELECT\n \"Class\",\n MIN(\"percentile_measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cdf\" >= 0.95\nGROUP BY \"Class\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"Solidity\\\" AS REAL) AS \\\"percentile_measure\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Solidity\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Solidity\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"percentile_measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cdf\\\" >= 0.95\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"SEKER\", \"percentile_measure\": 0.9929835203720554}, {\"Class\": \"BOMBAY\", \"percentile_measure\": 0.9923780399849984}, {\"Class\": \"CALI\", \"percentile_measure\": 0.9919941868617977}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.9913554633471646}, {\"Class\": \"DERMASON\", \"percentile_measure\": 0.9913102105026593}, {\"Class\": \"HOROZ\", \"percentile_measure\": 0.9907365073054368}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.9888991066736732}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32a9418d3c609f88466e9a6c16fe7d7cb8db23bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:54:10.289121+00:00", + "ended_at": "2026-05-19T15:54:37.021955+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_41a4d53791e2ca1d", + "problem_id": "v2p_n10_d1765cb4f87271bd", + "dataset_id": "n10", + "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=Class, measure_col=Solidity.", + "bindings": { + "group_col": "Class", + "measure_col": "Solidity", + "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": 0.989386, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_41a4d53791e2ca1d.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_41a4d53791e2ca1d", + "api_calls": 0, + "input_tokens": 15426, + "cached_input_tokens": 14720, + "output_tokens": 1101, + "total_tokens": 16527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26680.44, + "sql_execution_elapsed_ms_total": 46.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afccdd6db7682190c12c00712fe12da0132c1db3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:36.974003+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26680.44, "started_at": "2026-05-19T15:54:10.292483+00:00", "ended_at": "2026-05-19T15:54:36.972953+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 742, "bytes_utf8": 742, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15426, "cached_input_tokens": 14720, "output_tokens": 1101, "reasoning_output_tokens": 886}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"Solidity\\\" AS REAL) AS \\\"percentile_measure\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Solidity\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Solidity\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"percentile_measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cdf\\\" >= 0.95\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the discrete 95th-percentile point per Class. \\\"Solidity\\\" is cast from TEXT to REAL before ordering and aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f1a2bc4b228069df9e8710469bfcbb680d96a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_41a4d53791e2ca1d", + "api_calls": 0, + "input_tokens": 15426, + "cached_input_tokens": 14720, + "output_tokens": 1101, + "total_tokens": 16527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26680.44, + "sql_execution_elapsed_ms_total": 46.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_41a4d53791e2ca1d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf4687805119e958f8edd0571e31b9fe4d5da56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/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=ShapeFactor3. +Result preview: [{"empirical_cdf_at_threshold": 0.7499816325031224}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..926e94b215eb7f9807040526e623ee19cbdf2ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_4479e40914b8971e +-- problem_id: v2p_n10_d9516cea7e6952d8 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("ShapeFactor3" AS REAL) <= 0.696006 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ca1759a7a4666258d946e96242ecffea46918e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/query_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(\"ShapeFactor3\" AS REAL) <= 0.696006 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf.\\nSELECT AVG(CASE WHEN CAST(\\\"ShapeFactor3\\\" AS REAL) <= 0.696006 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499816325031224}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64b7b9e7934dbc0df57dc8a7733d736e24efe87f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:59:40.722607+00:00", + "ended_at": "2026-05-19T15:59:50.328432+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_4479e40914b8971e", + "problem_id": "v2p_n10_d9516cea7e6952d8", + "dataset_id": "n10", + "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=ShapeFactor3.", + "bindings": { + "measure_col": "ShapeFactor3", + "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": 0.696006, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4479e40914b8971e.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_4479e40914b8971e", + "api_calls": 0, + "input_tokens": 15381, + "cached_input_tokens": 12032, + "output_tokens": 329, + "total_tokens": 15710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9586.74, + "sql_execution_elapsed_ms_total": 12.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0918dd3bed5bce77b50caf96489f483e59e1b65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:50.314392+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9586.74, "started_at": "2026-05-19T15:59:40.726612+00:00", "ended_at": "2026-05-19T15:59:50.313389+00:00", "prompt_metrics": {"chars": 10848, "bytes_utf8": 10848, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15381, "cached_input_tokens": 12032, "output_tokens": 329, "reasoning_output_tokens": 220}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf.\\nSELECT AVG(CASE WHEN CAST(\\\"ShapeFactor3\\\" AS REAL) <= 0.696006 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col fixed to \\\"ShapeFactor3\\\" and threshold 0.696006; CAST to REAL is applied because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6db1dd7d8a1b300c0cfcf2da02aad3fa8b05655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_4479e40914b8971e", + "api_calls": 0, + "input_tokens": 15381, + "cached_input_tokens": 12032, + "output_tokens": 329, + "total_tokens": 15710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9586.74, + "sql_execution_elapsed_ms_total": 12.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4479e40914b8971e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed8e71466f69b3bda5aee3b365f796e856278885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Class. +Result preview: [{"Class": "BOMBAY", "support": 522}, {"Class": "BARBUNYA", "support": 1322}, {"Class": "CALI", "support": 1630}, {"Class": "HOROZ", "support": 1928}, {"Class": "SEKER", "support": 2027}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09671296240b53f08aefe54d8c5a7912e35315bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_44fea138f38b7115 +-- problem_id: v2p_n10_dcf0d00f1fa12e86 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b12fa03b9594f337400272374635e268c1ae3591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/query_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_low_support_group_count_v2\nSELECT\n \"Class\",\n COUNT(*) AS support\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY support ASC, \"Class\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 17;\", \"columns\": [\"Class\", \"support\"], \"rows\": [{\"Class\": \"BOMBAY\", \"support\": 522}, {\"Class\": \"BARBUNYA\", \"support\": 1322}, {\"Class\": \"CALI\", \"support\": 1630}, {\"Class\": \"HOROZ\", \"support\": 1928}, {\"Class\": \"SEKER\", \"support\": 2027}, {\"Class\": \"SIRA\", \"support\": 2636}, {\"Class\": \"DERMASON\", \"support\": 3546}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55e5ebdf8a6cbc6255c9fe7d06ba72eb9fa1ffb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:01:28.087551+00:00", + "ended_at": "2026-05-19T16:01:46.388388+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_44fea138f38b7115", + "problem_id": "v2p_n10_dcf0d00f1fa12e86", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "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 Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.916869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_44fea138f38b7115.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_44fea138f38b7115", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 12032, + "output_tokens": 208, + "total_tokens": 15605, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18290.95, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16748dcf55a416db2985242357239c80238ac5ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:46.382046+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18290.95, "started_at": "2026-05-19T16:01:28.090335+00:00", "ended_at": "2026-05-19T16:01:46.381306+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15397, "cached_input_tokens": 12032, "output_tokens": 208, "reasoning_output_tokens": 120}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 17;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"Class\\\" and top_k set to 17.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4f60b9a943ecd6850c0e5d0c637701010799adf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_44fea138f38b7115", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 12032, + "output_tokens": 208, + "total_tokens": 15605, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18290.95, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_44fea138f38b7115/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..976ea98234bbf65d8a726be3436a052e36b8ed1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=MajorAxisLength. +Result preview: [{"Class": "DERMASON", "total_measure": 874292.111016558}, {"Class": "SIRA", "total_measure": 789166.3600450326}, {"Class": "HOROZ", "total_measure": 718315.5192607518}, {"Class": "CALI", "total_measure": 667484.2476789233}, {"Class": "SEKER", "total_measure": 509368.7975495902}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5680f84c09a8b8fc51370cb809b3b26d53cfba95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_45e39854a4893765 +-- problem_id: v2p_n10_a5be6747622a1984 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("MajorAxisLength" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..045b5fd7070f920fb62c8235c303d6174b999c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"MajorAxisLength\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"MajorAxisLength\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 874292.111016558}, {\"Class\": \"SIRA\", \"total_measure\": 789166.3600450326}, {\"Class\": \"HOROZ\", \"total_measure\": 718315.5192607518}, {\"Class\": \"CALI\", \"total_measure\": 667484.2476789233}, {\"Class\": \"SEKER\", \"total_measure\": 509368.7975495902}, {\"Class\": \"BARBUNYA\", \"total_measure\": 489198.5373565911}, {\"Class\": \"BOMBAY\", \"total_measure\": 309625.3829570263}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d33a8ecd493d0dddd22af872dc3b11730545a549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:28:52.817043+00:00", + "ended_at": "2026-05-19T15:29:07.428979+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_45e39854a4893765", + "problem_id": "v2p_n10_a5be6747622a1984", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=MajorAxisLength.", + "bindings": { + "group_col": "Class", + "measure_col": "MajorAxisLength", + "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": 376.495012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_45e39854a4893765.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_45e39854a4893765", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 325, + "total_tokens": 15715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14597.54, + "sql_execution_elapsed_ms_total": 9.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b56bab15f50299d4c3269db0dc1aac6c5c48cecf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:07.417863+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14597.54, "started_at": "2026-05-19T15:28:52.819422+00:00", "ended_at": "2026-05-19T15:29:07.417033+00:00", "prompt_metrics": {"chars": 10913, "bytes_utf8": 10913, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15390, "cached_input_tokens": 12032, "output_tokens": 325, "reasoning_output_tokens": 234}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"MajorAxisLength\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with \\\"Class\\\" as the grouping column and cast \\\"MajorAxisLength\\\" from TEXT to REAL for SQLite aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..855d08a3f6790449840691a4dbd64f1a25b87395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_45e39854a4893765", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 325, + "total_tokens": 15715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14597.54, + "sql_execution_elapsed_ms_total": 9.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_45e39854a4893765/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01b870b69f460fc9c9fca823a40cea28d7820904 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=MinorAxisLength. +Result preview: [{"Class": "DERMASON", "total_measure": 587420.2292146306}, {"Class": "SIRA", "total_measure": 502949.45846802957}, {"Class": "SEKER", "total_measure": 409270.86625828024}, {"Class": "CALI", "total_measure": 385284.10449174116}, {"Class": "HOROZ", "total_measure": 355081.0379938723}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64997ce185f202c3b5c1cd03bb92debdbcabee40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_4bd7ed61059acc0c +-- problem_id: v2p_n10_2b933c285f29c267 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("MinorAxisLength" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0de8a706bc7cdf5acd829aa00f929f66e9df36c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"MinorAxisLength\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"MinorAxisLength\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 587420.2292146306}, {\"Class\": \"SIRA\", \"total_measure\": 502949.45846802957}, {\"Class\": \"SEKER\", \"total_measure\": 409270.86625828024}, {\"Class\": \"CALI\", \"total_measure\": 385284.10449174116}, {\"Class\": \"HOROZ\", \"total_measure\": 355081.0379938723}, {\"Class\": \"BARBUNYA\", \"total_measure\": 317688.9634611938}, {\"Class\": \"BOMBAY\", \"total_measure\": 195412.02948927163}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4d28cf74ce373b6ca6b349a544073fd28984dea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:29:15.270740+00:00", + "ended_at": "2026-05-19T15:29:24.876687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_4bd7ed61059acc0c", + "problem_id": "v2p_n10_2b933c285f29c267", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=MinorAxisLength.", + "bindings": { + "group_col": "Class", + "measure_col": "MinorAxisLength", + "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": 217.031741, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4bd7ed61059acc0c.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_4bd7ed61059acc0c", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 253, + "total_tokens": 15643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9584.41, + "sql_execution_elapsed_ms_total": 13.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca59fc61d15d30b397f375bf1d86f7ba3ccb2e1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:24.860852+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9584.41, "started_at": "2026-05-19T15:29:15.275437+00:00", "ended_at": "2026-05-19T15:29:24.859883+00:00", "prompt_metrics": {"chars": 10912, "bytes_utf8": 10912, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15390, "cached_input_tokens": 12032, "output_tokens": 253, "reasoning_output_tokens": 158}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"MinorAxisLength\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"MinorAxisLength\\\"; cast the measure to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbb83f6ab2b8e4a811cdfe29af907dc4a351cb33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_4bd7ed61059acc0c", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 253, + "total_tokens": 15643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9584.41, + "sql_execution_elapsed_ms_total": 13.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_4bd7ed61059acc0c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..debb6a61a7aa583d82df44ae68c9d46ab6b48a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/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=Class. +Result preview: [{"Class": "DERMASON", "row_count": 3546}, {"Class": "SIRA", "row_count": 2636}, {"Class": "SEKER", "row_count": 2027}, {"Class": "HOROZ", "row_count": 1928}, {"Class": "CALI", "row_count": 1630}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6fcf9509d85896cff99a228d6d123a32229abb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_50fe46901c61b972 +-- problem_id: v2p_n10_0b1732ca60dfb288 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n10" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53a4617035bc2387182605f28f099fb6b8ec7110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/query_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 \"Class\", COUNT(*) AS row_count\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS row_count\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Class\", \"row_count\"], \"rows\": [{\"Class\": \"DERMASON\", \"row_count\": 3546}, {\"Class\": \"SIRA\", \"row_count\": 2636}, {\"Class\": \"SEKER\", \"row_count\": 2027}, {\"Class\": \"HOROZ\", \"row_count\": 1928}, {\"Class\": \"CALI\", \"row_count\": 1630}, {\"Class\": \"BARBUNYA\", \"row_count\": 1322}, {\"Class\": \"BOMBAY\", \"row_count\": 522}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e04f78f30a71bea8c4e0ebe3b0c6da75aff8b9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:32:54.734973+00:00", + "ended_at": "2026-05-19T15:33:16.406589+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_50fe46901c61b972", + "problem_id": "v2p_n10_0b1732ca60dfb288", + "dataset_id": "n10", + "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=Class.", + "bindings": { + "group_col": "Class", + "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": 376.495012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_50fe46901c61b972.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_50fe46901c61b972", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 14720, + "output_tokens": 210, + "total_tokens": 15571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21659.43, + "sql_execution_elapsed_ms_total": 5.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16e0dbfaa2a95a065020d27e0dc198af8526fc66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:16.399872+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21659.43, "started_at": "2026-05-19T15:32:54.739634+00:00", "ended_at": "2026-05-19T15:33:16.399100+00:00", "prompt_metrics": {"chars": 10809, "bytes_utf8": 10809, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15361, "cached_input_tokens": 14720, "output_tokens": 210, "reasoning_output_tokens": 139}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Class\\\", COUNT(*) AS row_count\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"Class\\\" to measure class count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..175498727b311f6bdb8345f707244585f6bb77b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_50fe46901c61b972", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 14720, + "output_tokens": 210, + "total_tokens": 15571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21659.43, + "sql_execution_elapsed_ms_total": 5.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_50fe46901c61b972/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7646a2a0d54cad41349375da75a0ea2be60d85c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_53c8b3d554d7241f +-- problem_id: v2p_n10_6be78a855e466f26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MinorAxisLength", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "MinorAxisLength" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d7715c67bcac1b6f41d0affa63d7e58374c0dfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_53c8b3d554d7241f\n-- problem_id: v2p_n10_6be78a855e466f26\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MinorAxisLength\",\n COUNT(*) AS support,\n AVG(\"Perimeter\") AS avg_response\nFROM \"n10\"\nGROUP BY \"MinorAxisLength\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_53c8b3d554d7241f\\n-- problem_id: v2p_n10_6be78a855e466f26\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MinorAxisLength\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Perimeter\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"MinorAxisLength\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MinorAxisLength\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65bfd4c20b174ab92acc17859053fe494fbaffe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.868795+00:00", + "ended_at": "2026-05-19T16:05:40.880493+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_53c8b3d554d7241f", + "problem_id": "v2p_n10_6be78a855e466f26", + "dataset_id": "n10", + "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=Perimeter, key_col=MinorAxisLength.", + "bindings": { + "key_col": "MinorAxisLength", + "measure_col": "Perimeter", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53c8b3d554d7241f.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53c8b3d554d7241f/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7d85f2801db7d155fbe0d87e2da00c774ed79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_ratio": 0.0}, {"Class": "BARBUNYA", "condition_ratio": null}, {"Class": "BOMBAY", "condition_ratio": null}, {"Class": "CALI", "condition_ratio": null}, {"Class": "DERMASON", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..656fd3c48e94fb3ab2767f04bf10e730778859fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_53fcd1bdf5f50543 +-- problem_id: v2p_n10_04a72a6a394f020b +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb69504b03ba7d6ea68362654874440c2822f6b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/query_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 \"Class\",\n SUM(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n10\"\n GROUP BY \"Class\"\n)\nSELECT \"Class\",\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 \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"Class\", \"condition_ratio\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_ratio\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_ratio\": null}, {\"Class\": \"BOMBAY\", \"condition_ratio\": null}, {\"Class\": \"CALI\", \"condition_ratio\": null}, {\"Class\": \"DERMASON\", \"condition_ratio\": null}, {\"Class\": \"HOROZ\", \"condition_ratio\": null}, {\"Class\": \"SEKER\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c462f655446006853bc0c3bb98985bec5f93cf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:40:02.449802+00:00", + "ended_at": "2026-05-19T15:40:21.565448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_53fcd1bdf5f50543", + "problem_id": "v2p_n10_04a72a6a394f020b", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 0.916869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53fcd1bdf5f50543.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_53fcd1bdf5f50543", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 14720, + "output_tokens": 648, + "total_tokens": 16248, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19102.09, + "sql_execution_elapsed_ms_total": 6.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39a7b0b3d15879923d3513e8e5cb96a0a165ca80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:21.557523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19102.09, "started_at": "2026-05-19T15:40:02.454534+00:00", "ended_at": "2026-05-19T15:40:21.556667+00:00", "prompt_metrics": {"chars": 11714, "bytes_utf8": 11714, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 763, "bytes_utf8": 763, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15600, "cached_input_tokens": 14720, "output_tokens": 648, "reasoning_output_tokens": 449}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied tpl_m4_group_ratio_two_conditions with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\" using positive_value='DERMASON' and negative_value='SIRA'. Because the grouping column and condition column are the same, most groups will produce NULL ratios due to zero denominators.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77891a9503b1ecfd211edeb66d24f077a7be85ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_53fcd1bdf5f50543", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 14720, + "output_tokens": 648, + "total_tokens": 16248, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19102.09, + "sql_execution_elapsed_ms_total": 6.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_53fcd1bdf5f50543/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_55ed554b3df89ca0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_55ed554b3df89ca0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48e82e0e72d606dd0a000086a76bf0823d62f796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_55ed554b3df89ca0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:03:44.883319+00:00", + "ended_at": "2026-05-19T16:03:51.752406+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_55ed554b3df89ca0", + "problem_id": "v2p_n10_4d93363a3dce17d7", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=ConvexArea.", + "bindings": { + "group_col": "Class", + "measure_col": "ConvexArea", + "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": 62294.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_55ed554b3df89ca0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_55ed554b3df89ca0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a42caec4897f59fe6401a529f4218afc6e23796c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_55ed554b3df89ca0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:47.601393+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2714.1, "started_at": "2026-05-19T16:03:44.886350+00:00", "ended_at": "2026-05-19T16:03:47.600480+00:00", "prompt_metrics": {"chars": 11067, "bytes_utf8": 11067, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-9775-7b73-b69b-b26823eef32f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:51.752319+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3148.17, "started_at": "2026-05-19T16:03:48.603399+00:00", "ended_at": "2026-05-19T16:03:51.751614+00:00", "prompt_metrics": {"chars": 11067, "bytes_utf8": 11067, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-a604-75e2-bfc8-3b183ccc2bf1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e743a0da17f158f50344e647920b0a1a40a85a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_rate": 1.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "DERMASON", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f49ae96723bb48c6b35aaf0959e451a138a932b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_59646698666aea7b +-- problem_id: v2p_n10_3c9e6e4bc5c86994 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3eb682e7c196ab573352389c26ea8e5985682df7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_rate\": 1.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"DERMASON\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8819d9ad3434b05033e3ccb15654c281870d3838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:57:43.988930+00:00", + "ended_at": "2026-05-19T15:57:53.368699+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_59646698666aea7b", + "problem_id": "v2p_n10_3c9e6e4bc5c86994", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "SIRA", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 977.213, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_59646698666aea7b.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_59646698666aea7b", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 391, + "total_tokens": 15842, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9359.73, + "sql_execution_elapsed_ms_total": 12.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd5ac434003bce13cf72416c8b79c336a21e826f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:53.353034+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9359.73, "started_at": "2026-05-19T15:57:43.991667+00:00", "ended_at": "2026-05-19T15:57:53.351437+00:00", "prompt_metrics": {"chars": 11146, "bytes_utf8": 11146, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15451, "cached_input_tokens": 14720, "output_tokens": 391, "reasoning_output_tokens": 263}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\". Since the grouping column and condition column are the same, the result is 1.0 for the \\\"SIRA\\\" group and 0.0 for all other classes.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44ec41a21c6247225e101869b063c6af1eaffa20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_59646698666aea7b", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 391, + "total_tokens": 15842, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9359.73, + "sql_execution_elapsed_ms_total": 12.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_59646698666aea7b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0aa84adf17e66e0426085c216a39342c3491d2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/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=Class, condition_col=Class. +Result preview: [{"Class": "DERMASON", "condition_rate": 1.0}, {"Class": "SIRA", "condition_rate": 0.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de5539fb519d0cfa6547efccb7cb873c241aa016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5a526f48aa8b6246 +-- problem_id: v2p_n10_486e7ba8c795d548 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b722b288665f0b90e944a4a829b755c79b66610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"DERMASON\", \"condition_rate\": 1.0}, {\"Class\": \"SIRA\", \"condition_rate\": 0.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1f8017350feaedcd2c3b80f87205d4179479313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:58:11.035384+00:00", + "ended_at": "2026-05-19T15:58:20.361350+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_5a526f48aa8b6246", + "problem_id": "v2p_n10_486e7ba8c795d548", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 217.031741, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a526f48aa8b6246.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5a526f48aa8b6246", + "api_calls": 0, + "input_tokens": 15452, + "cached_input_tokens": 14720, + "output_tokens": 349, + "total_tokens": 15801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9311.87, + "sql_execution_elapsed_ms_total": 7.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0925ae188bf525dbe3b5de080b8dc50d0a315436 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:20.351682+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9311.87, "started_at": "2026-05-19T15:58:11.038762+00:00", "ended_at": "2026-05-19T15:58:20.350668+00:00", "prompt_metrics": {"chars": 11146, "bytes_utf8": 11146, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15452, "cached_input_tokens": 14720, "output_tokens": 349, "reasoning_output_tokens": 227}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the grouped condition rate template with both group_col and condition_col bound to \\\"Class\\\" and condition_value set to 'DERMASON'. This yields 1.0 for the DERMASON group and 0.0 for other classes.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..880b6503014f31f3d5485e70c64ae7e27e8d853a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5a526f48aa8b6246", + "api_calls": 0, + "input_tokens": 15452, + "cached_input_tokens": 14720, + "output_tokens": 349, + "total_tokens": 15801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9311.87, + "sql_execution_elapsed_ms_total": 7.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5a526f48aa8b6246/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e743a0da17f158f50344e647920b0a1a40a85a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_rate": 1.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "DERMASON", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec172ec87d1a1eee7811c4eba002f18d9b2d507b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5bb14b20ba25019f +-- problem_id: v2p_n10_0d7a08e94d203db9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ee663941384fe21ef5a1655554a61d1a792d967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_rate\": 1.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"DERMASON\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25134cb448955c58021badfa602d901b29910c44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:58:20.362099+00:00", + "ended_at": "2026-05-19T15:58:29.311299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_5bb14b20ba25019f", + "problem_id": "v2p_n10_0d7a08e94d203db9", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "SIRA", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 217.031741, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5bb14b20ba25019f.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5bb14b20ba25019f", + "api_calls": 0, + "input_tokens": 15452, + "cached_input_tokens": 14720, + "output_tokens": 331, + "total_tokens": 15783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8938.03, + "sql_execution_elapsed_ms_total": 6.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74c1d36666820b24e74c212d1f18e1c59e7b6060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:29.303748+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8938.03, "started_at": "2026-05-19T15:58:20.364856+00:00", "ended_at": "2026-05-19T15:58:29.302916+00:00", "prompt_metrics": {"chars": 11149, "bytes_utf8": 11149, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15452, "cached_input_tokens": 14720, "output_tokens": 331, "reasoning_output_tokens": 229}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"Class\\\", using 'SIRA' as the condition value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c06716d010bbda81d5928e7926f4078efa2dadc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5bb14b20ba25019f", + "api_calls": 0, + "input_tokens": 15452, + "cached_input_tokens": 14720, + "output_tokens": 331, + "total_tokens": 15783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8938.03, + "sql_execution_elapsed_ms_total": 6.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5bb14b20ba25019f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea62c037490ac9b7ebc34bf1784a0d4ac2deaa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/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=Class, measure_col=AspectRation. +Result preview: [{"Class": "HOROZ", "percentile_measure": 2.2237677201650166}, {"Class": "CALI", "percentile_measure": 1.8847495004796255}, {"Class": "BOMBAY", "percentile_measure": 1.7908413185454435}, {"Class": "SIRA", "percentile_measure": 1.7408169701792584}, {"Class": "BARBUNYA", "percentile_measure": 1.7386759446686795}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47b9763eedabb93a2831856e07f5c57b87fcc100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/generated_sql.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5de0b0410a287e03 +-- problem_id: v2p_n10_5aeb9e253b1fdb4e +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Class", + CAST("AspectRation" AS REAL) AS "measure_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "AspectRation" IS NOT NULL + AND TRIM("AspectRation") <> '' +), +"stats" AS ( + SELECT + "Class", + COUNT(*) AS "n", + (1.0 + (COUNT(*) - 1) * 0.95) AS "pos" + FROM "base" + GROUP BY "Class" + HAVING COUNT(*) >= 5 +), +"ordered" AS ( + SELECT + "Class", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY "measure_value" + ) AS "rn" + FROM "base" +) +SELECT + s."Class", + CASE + WHEN CAST(s."pos" AS INTEGER) = s."pos" THEN + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) THEN o."measure_value" END) + + (s."pos" - CAST(s."pos" AS INTEGER)) * ( + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) + 1 THEN o."measure_value" END) - + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) THEN o."measure_value" END) + ) + END AS "percentile_measure" +FROM "stats" AS s +JOIN "ordered" AS o + ON o."Class" = s."Class" +GROUP BY s."Class", s."pos" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5176b205ffe7619f64d6caf9b8cc716e49a9cc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/query_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 \"Class\",\n CAST(\"AspectRation\" AS REAL) AS \"measure_value\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"AspectRation\" IS NOT NULL\n AND TRIM(\"AspectRation\") <> ''\n),\n\"stats\" AS (\n SELECT\n \"Class\",\n COUNT(*) AS \"n\",\n (1.0 + (COUNT(*) - 1) * 0.95) AS \"pos\"\n FROM \"base\"\n GROUP BY \"Class\"\n HAVING COUNT(*) >= 5\n),\n\"ordered\" AS (\n SELECT\n \"Class\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY \"measure_value\"\n ) AS \"rn\"\n FROM \"base\"\n)\nSELECT\n s.\"Class\",\n CASE\n WHEN CAST(s.\"pos\" AS INTEGER) = s.\"pos\" THEN\n MAX(CASE WHEN o.\"rn\" = CAST(s.\"pos\" AS INTEGER) THEN o.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = CAST(s.\"pos\" AS INTEGER) THEN o.\"measure_value\" END) +\n (s.\"pos\" - CAST(s.\"pos\" AS INTEGER)) * (\n MAX(CASE WHEN o.\"rn\" = CAST(s.\"pos\" AS INTEGER) + 1 THEN o.\"measure_value\" END) -\n MAX(CASE WHEN o.\"rn\" = CAST(s.\"pos\" AS INTEGER) THEN o.\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"stats\" AS s\nJOIN \"ordered\" AS o\n ON o.\"Class\" = s.\"Class\"\nGROUP BY s.\"Class\", s.\"pos\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"AspectRation\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"AspectRation\\\" IS NOT NULL\\n AND TRIM(\\\"AspectRation\\\") <> ''\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n COUNT(*) AS \\\"n\\\",\\n (1.0 + (COUNT(*) - 1) * 0.95) AS \\\"pos\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Class\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n s.\\\"Class\\\",\\n CASE\\n WHEN CAST(s.\\\"pos\\\" AS INTEGER) = s.\\\"pos\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure_value\\\" END) +\\n (s.\\\"pos\\\" - CAST(s.\\\"pos\\\" AS INTEGER)) * (\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) + 1 THEN o.\\\"measure_value\\\" END) -\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"stats\\\" AS s\\nJOIN \\\"ordered\\\" AS o\\n ON o.\\\"Class\\\" = s.\\\"Class\\\"\\nGROUP BY s.\\\"Class\\\", s.\\\"pos\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"HOROZ\", \"percentile_measure\": 2.2237677201650166}, {\"Class\": \"CALI\", \"percentile_measure\": 1.8847495004796255}, {\"Class\": \"BOMBAY\", \"percentile_measure\": 1.7908413185454435}, {\"Class\": \"SIRA\", \"percentile_measure\": 1.7408169701792584}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 1.7386759446686795}, {\"Class\": \"DERMASON\", \"percentile_measure\": 1.6535247035240697}, {\"Class\": \"SEKER\", \"percentile_measure\": 1.3898836964816756}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 63.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00727f712abadf7c80e77fe3f6163956dca49b7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:49:38.304629+00:00", + "ended_at": "2026-05-19T15:49:56.362207+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_5de0b0410a287e03", + "problem_id": "v2p_n10_5aeb9e253b1fdb4e", + "dataset_id": "n10", + "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=Class, measure_col=AspectRation.", + "bindings": { + "group_col": "Class", + "measure_col": "AspectRation", + "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": 1.707109, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5de0b0410a287e03.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5de0b0410a287e03", + "api_calls": 0, + "input_tokens": 15428, + "cached_input_tokens": 12032, + "output_tokens": 1009, + "total_tokens": 16437, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17986.25, + "sql_execution_elapsed_ms_total": 63.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9480a1fabbd01d364583683df2c6e3916c190e65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:56.296213+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17986.25, "started_at": "2026-05-19T15:49:38.308772+00:00", "ended_at": "2026-05-19T15:49:56.295059+00:00", "prompt_metrics": {"chars": 11084, "bytes_utf8": 11084, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 1569, "bytes_utf8": 1569, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15428, "cached_input_tokens": 12032, "output_tokens": 1009, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"AspectRation\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"AspectRation\\\" IS NOT NULL\\n AND TRIM(\\\"AspectRation\\\") <> ''\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n COUNT(*) AS \\\"n\\\",\\n (1.0 + (COUNT(*) - 1) * 0.95) AS \\\"pos\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Class\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n s.\\\"Class\\\",\\n CASE\\n WHEN CAST(s.\\\"pos\\\" AS INTEGER) = s.\\\"pos\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure_value\\\" END) +\\n (s.\\\"pos\\\" - CAST(s.\\\"pos\\\" AS INTEGER)) * (\\n MAX(CAS"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0428ef3710317c91eb378fb5cdefa02cc715562d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5de0b0410a287e03", + "api_calls": 0, + "input_tokens": 15428, + "cached_input_tokens": 12032, + "output_tokens": 1009, + "total_tokens": 16437, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17986.25, + "sql_execution_elapsed_ms_total": 63.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5de0b0410a287e03/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfecfb7a92b70d0f314a528a7a0e62bb77791421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Eccentricity. +Result preview: [{"Class": "DERMASON", "total_measure": 2612.097733715222}, {"Class": "SIRA", "total_measure": 2022.5430610311905}, {"Class": "HOROZ", "total_measure": 1672.430276333346}, {"Class": "CALI", "total_measure": 1328.1310999953707}, {"Class": "SEKER", "total_measure": 1185.3515907412607}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a2f534a01b05a6651e92f3788efc2cacd98b4ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_5e347a1024790ebd +-- problem_id: v2p_n10_e1eeee4f1ba26143 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Eccentricity" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46b81458ba99e1e545854b3b479ba1c0b4cd0e4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"Eccentricity\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Eccentricity\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 2612.097733715222}, {\"Class\": \"SIRA\", \"total_measure\": 2022.5430610311905}, {\"Class\": \"HOROZ\", \"total_measure\": 1672.430276333346}, {\"Class\": \"CALI\", \"total_measure\": 1328.1310999953707}, {\"Class\": \"SEKER\", \"total_measure\": 1185.3515907412607}, {\"Class\": \"BARBUNYA\", \"total_measure\": 997.666613857394}, {\"Class\": \"BOMBAY\", \"total_measure\": 402.2105080182602}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f26d81c692ecf4ab6a12c202ec05d6ab4953285 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:30:11.512863+00:00", + "ended_at": "2026-05-19T15:30:21.699108+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_5e347a1024790ebd", + "problem_id": "v2p_n10_e1eeee4f1ba26143", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.810466, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5e347a1024790ebd.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5e347a1024790ebd", + "api_calls": 0, + "input_tokens": 15392, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 15631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10170.82, + "sql_execution_elapsed_ms_total": 10.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d85983b3a038b66ad89c4432027c58e3d2c73248 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:21.687210+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10170.82, "started_at": "2026-05-19T15:30:11.515559+00:00", "ended_at": "2026-05-19T15:30:21.686406+00:00", "prompt_metrics": {"chars": 10904, "bytes_utf8": 10904, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15392, "cached_input_tokens": 12032, "output_tokens": 239, "reasoning_output_tokens": 138}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Eccentricity\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"Class\\\" and measure_col=\\\"Eccentricity\\\". CAST to REAL is included because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8fb2b9359106985549242a2b4efaea052c0e8c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_5e347a1024790ebd", + "api_calls": 0, + "input_tokens": 15392, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 15631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10170.82, + "sql_execution_elapsed_ms_total": 10.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_5e347a1024790ebd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..261debddd88342c48fc981e9172494a62d2f61bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/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=Class, measure_col=ConvexArea. +Result preview: [{"Class": "BOMBAY", "avg_measure": 175813.11685823754}, {"Class": "CALI", "avg_measure": 76688.50306748466}, {"Class": "BARBUNYA", "avg_measure": 71025.72919818456}, {"Class": "HOROZ", "avg_measure": 54440.09180497925}, {"Class": "SIRA", "avg_measure": 45273.0997723824}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b893262e640c8da8064961a3deab23682183e8ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_60407fc1b0368970 +-- problem_id: v2p_n10_e8aa977783992390 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("ConvexArea" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..638ef05bc3780d2c0cfa803368bf4a9c812591c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/query_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 \"Class\",\n AVG(CAST(\"ConvexArea\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"ConvexArea\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 175813.11685823754}, {\"Class\": \"CALI\", \"avg_measure\": 76688.50306748466}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 71025.72919818456}, {\"Class\": \"HOROZ\", \"avg_measure\": 54440.09180497925}, {\"Class\": \"SIRA\", \"avg_measure\": 45273.0997723824}, {\"Class\": \"SEKER\", \"avg_measure\": 40269.56734089788}, {\"Class\": \"DERMASON\", \"avg_measure\": 32498.435138183868}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0041222c53d7fa1083739263a2b5ff6815839f4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:42:53.321409+00:00", + "ended_at": "2026-05-19T15:43:09.798013+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_60407fc1b0368970", + "problem_id": "v2p_n10_e8aa977783992390", + "dataset_id": "n10", + "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=Class, measure_col=ConvexArea.", + "bindings": { + "group_col": "Class", + "measure_col": "ConvexArea", + "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": 53411.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_60407fc1b0368970.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_60407fc1b0368970", + "api_calls": 0, + "input_tokens": 15401, + "cached_input_tokens": 14720, + "output_tokens": 339, + "total_tokens": 15740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16447.79, + "sql_execution_elapsed_ms_total": 23.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74441245f2f354f865e5166c5c9a254a97e3a9d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:09.773024+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16447.79, "started_at": "2026-05-19T15:42:53.324409+00:00", "ended_at": "2026-05-19T15:43:09.772233+00:00", "prompt_metrics": {"chars": 10985, "bytes_utf8": 10985, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15401, "cached_input_tokens": 14720, "output_tokens": 339, "reasoning_output_tokens": 238}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"ConvexArea\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"ConvexArea\\\". CAST to REAL is applied because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c344bf7ba3d74ea34ffed15a5c36329fc6328830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_60407fc1b0368970", + "api_calls": 0, + "input_tokens": 15401, + "cached_input_tokens": 14720, + "output_tokens": 339, + "total_tokens": 15740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16447.79, + "sql_execution_elapsed_ms_total": 23.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_60407fc1b0368970/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b22afa118088d859c9bad97800469d02f505179 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/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=Class, measure_col=Extent. +Result preview: [{"Class": "BOMBAY", "percentile_measure": 0.8258069685287187}, {"Class": "HOROZ", "percentile_measure": 0.8182474754138707}, {"Class": "CALI", "percentile_measure": 0.8138311576200543}, {"Class": "SIRA", "percentile_measure": 0.8126391548788579}, {"Class": "BARBUNYA", "percentile_measure": 0.8113350468507006}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b55d3b800665d53080f2be8061bb4826d874793b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/generated_sql.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_6084e86613f7afdd +-- problem_id: v2p_n10_54e92189f1e938a5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class" AS "group_col", + CAST("Extent" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Extent" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Extent" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "group_col", + (1.0 + (0.95 * ("cnt" - 1))) AS "pos", + CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_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) + 1 + ELSE CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) + END AS "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + l."measure" AS "lower_val", + u."measure" AS "upper_val" + FROM "positions" AS p + JOIN "ranked" AS l + ON l."group_col" = p."group_col" + AND l."rn" = p."lower_rn" + JOIN "ranked" AS u + ON u."group_col" = p."group_col" + AND u."rn" = p."upper_rn" +) +SELECT + "group_col" AS "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ab765d2c6d452fcacc0b448928d06568c525cf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/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 \"Class\" AS \"group_col\",\n CAST(\"Extent\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"Extent\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"Extent\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_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) + 1\n ELSE CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n l.\"measure\" AS \"lower_val\",\n u.\"measure\" AS \"upper_val\"\n FROM \"positions\" AS p\n JOIN \"ranked\" AS l\n ON l.\"group_col\" = p.\"group_col\"\n AND l.\"rn\" = p.\"lower_rn\"\n JOIN \"ranked\" AS u\n ON u.\"group_col\" = p.\"group_col\"\n AND u.\"rn\" = p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"Class\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\" AS \\\"group_col\\\",\\n CAST(\\\"Extent\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Extent\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Extent\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_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) + 1\\n ELSE CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n l.\\\"measure\\\" AS \\\"lower_val\\\",\\n u.\\\"measure\\\" AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ranked\\\" AS l\\n ON l.\\\"group_col\\\" = p.\\\"group_col\\\"\\n AND l.\\\"rn\\\" = p.\\\"lower_rn\\\"\\n JOIN \\\"ranked\\\" AS u\\n ON u.\\\"group_col\\\" = p.\\\"group_col\\\"\\n AND u.\\\"rn\\\" = p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Class\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"percentile_measure\": 0.8258069685287187}, {\"Class\": \"HOROZ\", \"percentile_measure\": 0.8182474754138707}, {\"Class\": \"CALI\", \"percentile_measure\": 0.8138311576200543}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.8126391548788579}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.8113350468507006}, {\"Class\": \"DERMASON\", \"percentile_measure\": 0.8090402220794143}, {\"Class\": \"SEKER\", \"percentile_measure\": 0.7979868458246012}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 65.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55a1ac2267b18394e06967757e08e914453ac439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:53:20.759254+00:00", + "ended_at": "2026-05-19T15:53:44.312319+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_6084e86613f7afdd", + "problem_id": "v2p_n10_54e92189f1e938a5", + "dataset_id": "n10", + "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=Class, measure_col=Extent.", + "bindings": { + "group_col": "Class", + "measure_col": "Extent", + "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": 0.786851, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6084e86613f7afdd.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6084e86613f7afdd", + "api_calls": 0, + "input_tokens": 15424, + "cached_input_tokens": 14720, + "output_tokens": 1119, + "total_tokens": 16543, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22478.48, + "sql_execution_elapsed_ms_total": 65.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6743e8818c560ad2c55208bb1b8141f6b53b50cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:23.758813+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2995.36, "started_at": "2026-05-19T15:53:20.762476+00:00", "ended_at": "2026-05-19T15:53:23.757866+00:00", "prompt_metrics": {"chars": 11072, "bytes_utf8": 11072, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-1197-7391-8b8d-52eb1c585341\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:53:44.244593+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19483.12, "started_at": "2026-05-19T15:53:24.760416+00:00", "ended_at": "2026-05-19T15:53:44.243586+00:00", "prompt_metrics": {"chars": 11072, "bytes_utf8": 11072, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 1767, "bytes_utf8": 1767, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15424, "cached_input_tokens": 14720, "output_tokens": 1119, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\" AS \\\"group_col\\\",\\n CAST(\\\"Extent\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Extent\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Extent\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_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) + 1\\n ELSE CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n l.\\\"measure\\"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce108272520041841e1a00945c4e9fd22e72a545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6084e86613f7afdd", + "api_calls": 0, + "input_tokens": 15424, + "cached_input_tokens": 14720, + "output_tokens": 1119, + "total_tokens": 16543, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22478.48, + "sql_execution_elapsed_ms_total": 65.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6084e86613f7afdd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62b3769b1bf5e06e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62b3769b1bf5e06e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6c3ee8206468cbdbcd2513f5d8981cabca05ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62b3769b1bf5e06e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:01:12.259739+00:00", + "ended_at": "2026-05-19T16:01:19.403923+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_62b3769b1bf5e06e", + "problem_id": "v2p_n10_be5d1dfefb09de70", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.990013, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62b3769b1bf5e06e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62b3769b1bf5e06e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b423415d5183f52c7b40619164e53bdf1665a6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62b3769b1bf5e06e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:15.138795+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2875.17, "started_at": "2026-05-19T16:01:12.262535+00:00", "ended_at": "2026-05-19T16:01:15.137741+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-436d-72a0-aff5-8d2c4d438831\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:19.403830+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3262.37, "started_at": "2026-05-19T16:01:16.140538+00:00", "ended_at": "2026-05-19T16:01:19.402952+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-5292-7831-9551-e41b3c622a01\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62ed84b8514b004c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62ed84b8514b004c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bdf646328800931f0bca40812acf6a6de8bfb8a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62ed84b8514b004c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:01:46.388922+00:00", + "ended_at": "2026-05-19T16:01:54.990286+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_62ed84b8514b004c", + "problem_id": "v2p_n10_bb01b99b40ec8540", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.83427, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62ed84b8514b004c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62ed84b8514b004c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fb80b0cae2992a48658bacc4e81d71eaf9fc295 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_62ed84b8514b004c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:49.798127+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3406.33, "started_at": "2026-05-19T16:01:46.391067+00:00", "ended_at": "2026-05-19T16:01:49.797415+00:00", "prompt_metrics": {"chars": 10885, "bytes_utf8": 10885, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-c8b1-7a11-b747-1bcf16890e8c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:54.990142+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4189.44, "started_at": "2026-05-19T16:01:50.799551+00:00", "ended_at": "2026-05-19T16:01:54.989043+00:00", "prompt_metrics": {"chars": 10885, "bytes_utf8": 10885, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-d9e2-7e40-9c4c-23ec19fbeebf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51dc549e84773b21df9b90024a02cdaced840766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ShapeFactor1. +Result preview: [{"Class": "DERMASON", "group_value": 27.49870333616473}, {"Class": "SIRA", "group_value": 17.71322477793591}, {"Class": "HOROZ", "group_value": 13.508759547111419}, {"Class": "SEKER", "group_value": 12.839592407776019}, {"Class": "CALI", "group_value": 8.89766156707202}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..77598281c80ba76a74b4ead175e3bdb736b70760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_689659ca56fa4f43 +-- problem_id: v2p_n10_3570409b9a8a7cbf +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor1" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0780c21e4266b29f72688942ba02437561442834 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"ShapeFactor1\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 27.49870333616473}, {\"Class\": \"SIRA\", \"group_value\": 17.71322477793591}, {\"Class\": \"HOROZ\", \"group_value\": 13.508759547111419}, {\"Class\": \"SEKER\", \"group_value\": 12.839592407776019}, {\"Class\": \"CALI\", \"group_value\": 8.89766156707202}, {\"Class\": \"BARBUNYA\", \"group_value\": 7.082548379972006}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..874fa9e43b323edd64c61f472d590c6360d6d2d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:47:30.351841+00:00", + "ended_at": "2026-05-19T15:47:42.378049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_689659ca56fa4f43", + "problem_id": "v2p_n10_3570409b9a8a7cbf", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ShapeFactor1.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor1", + "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": 0.006999, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_689659ca56fa4f43.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_689659ca56fa4f43", + "api_calls": 0, + "input_tokens": 15528, + "cached_input_tokens": 12032, + "output_tokens": 430, + "total_tokens": 15958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12004.2, + "sql_execution_elapsed_ms_total": 13.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfed38376f3bf4a144de9792c354a3c957af86aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:42.362353+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12004.2, "started_at": "2026-05-19T15:47:30.357059+00:00", "ended_at": "2026-05-19T15:47:42.361297+00:00", "prompt_metrics": {"chars": 11462, "bytes_utf8": 11462, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15528, "cached_input_tokens": 12032, "output_tokens": 430, "reasoning_output_tokens": 269}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the requested template with group_col=\\\"Class\\\" and measure_col=\\\"ShapeFactor1\\\". CAST to REAL is included because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb32bfabe8fa3c81c948781230bb861c4ac2a0cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_689659ca56fa4f43", + "api_calls": 0, + "input_tokens": 15528, + "cached_input_tokens": 12032, + "output_tokens": 430, + "total_tokens": 15958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12004.2, + "sql_execution_elapsed_ms_total": 13.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_689659ca56fa4f43/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7d85f2801db7d155fbe0d87e2da00c774ed79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_ratio": 0.0}, {"Class": "BARBUNYA", "condition_ratio": null}, {"Class": "BOMBAY", "condition_ratio": null}, {"Class": "CALI", "condition_ratio": null}, {"Class": "DERMASON", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e1ecb4bab03a497e3a95637d53b5e2fa093b05f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_6a3713945955a545 +-- problem_id: v2p_n10_27204739f7c88744 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7261075b9c6939eab2ef86a2ee435ae179645b06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/query_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 \"Class\",\n SUM(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n10\"\n GROUP BY \"Class\"\n)\nSELECT \"Class\",\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 \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"Class\", \"condition_ratio\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_ratio\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_ratio\": null}, {\"Class\": \"BOMBAY\", \"condition_ratio\": null}, {\"Class\": \"CALI\", \"condition_ratio\": null}, {\"Class\": \"DERMASON\", \"condition_ratio\": null}, {\"Class\": \"HOROZ\", \"condition_ratio\": null}, {\"Class\": \"SEKER\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..561f2a379b0886c65bf26d0ff1608634f1b8d5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:39:38.971790+00:00", + "ended_at": "2026-05-19T15:39:49.003520+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_6a3713945955a545", + "problem_id": "v2p_n10_27204739f7c88744", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 0.786851, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6a3713945955a545.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6a3713945955a545", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 12032, + "output_tokens": 424, + "total_tokens": 16024, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10008.59, + "sql_execution_elapsed_ms_total": 13.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69a1eb6b46a5c31001f5705507b5a1ddf76c7a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:48.986809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10008.59, "started_at": "2026-05-19T15:39:38.976667+00:00", "ended_at": "2026-05-19T15:39:48.985303+00:00", "prompt_metrics": {"chars": 11714, "bytes_utf8": 11714, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 659, "bytes_utf8": 659, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15600, "cached_input_tokens": 12032, "output_tokens": 424, "reasoning_output_tokens": 246}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\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 exactly with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\", using 'DERMASON' as the numerator condition and 'SIRA' as the denominator condition.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ac749de4413f92dd8f27060bc2213eb79010d95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6a3713945955a545", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 12032, + "output_tokens": 424, + "total_tokens": 16024, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10008.59, + "sql_execution_elapsed_ms_total": 13.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6a3713945955a545/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce0e51e506966ed8b6ad0f1d6bdc59f66466411d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=roundness. +Result preview: [{"Class": "BOMBAY", "Compactness": "0.87771770419345718", "total_measure": 0.9501044964310524, "share_within_group": 0.2105598812955587}, {"Class": "BOMBAY", "Compactness": "0.84793990373189243", "total_measure": 0.94058768780021, "share_within_group": 0.20845078897660854}, {"Class": "BOMBAY", "Compactness": "0.84332253011919156", "total_measure": 0.9323029798927752, "share_within_group": 0.20661475186689}, {"Class": "BOMBAY", "Compactness": "0.82324744010809525", "total_measure": 0.9268819953159733, "share_within_group": 0.20541336625795523}, {"Class": "BOMBAY", "Compactness": "0.86692640839595525", "total_measure": 0.9264273336746671, "share_within_group": 0.20531260523473868}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8bbad2ba09fbf49c8ac289ce5f3606f044764c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_6e536f870eb27767 +-- problem_id: v2p_n10_f530474b51560934 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Compactness", + SUM(CAST("roundness" AS REAL)) AS total_measure, + SUM(CAST("roundness" AS REAL)) * 100.0 / SUM(SUM(CAST("roundness" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +WHERE "Class" IS NOT NULL AND "Compactness" IS NOT NULL AND "roundness" IS NOT NULL +GROUP BY "Class", "Compactness" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c111ff09d290511a08139ffe4f0a853979c274a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"Compactness\",\n SUM(CAST(\"roundness\" AS REAL)) AS total_measure,\n SUM(CAST(\"roundness\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"roundness\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nWHERE \"Class\" IS NOT NULL AND \"Compactness\" IS NOT NULL AND \"roundness\" IS NOT NULL\nGROUP BY \"Class\", \"Compactness\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"Compactness\\\",\\n SUM(CAST(\\\"roundness\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"roundness\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"roundness\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nWHERE \\\"Class\\\" IS NOT NULL AND \\\"Compactness\\\" IS NOT NULL AND \\\"roundness\\\" IS NOT NULL\\nGROUP BY \\\"Class\\\", \\\"Compactness\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"Compactness\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"Compactness\": \"0.87771770419345718\", \"total_measure\": 0.9501044964310524, \"share_within_group\": 0.2105598812955587}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84793990373189243\", \"total_measure\": 0.94058768780021, \"share_within_group\": 0.20845078897660854}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84332253011919156\", \"total_measure\": 0.9323029798927752, \"share_within_group\": 0.20661475186689}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82324744010809525\", \"total_measure\": 0.9268819953159733, \"share_within_group\": 0.20541336625795523}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.86692640839595525\", \"total_measure\": 0.9264273336746671, \"share_within_group\": 0.20531260523473868}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83636376852660266\", \"total_measure\": 0.9230087218909981, \"share_within_group\": 0.20455498068494563}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.88998185565971966\", \"total_measure\": 0.9225136551891111, \"share_within_group\": 0.20444526518904566}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.85949993663025703\", \"total_measure\": 0.9183714852542653, \"share_within_group\": 0.20352728741600765}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82331553874804353\", \"total_measure\": 0.9180153515184903, \"share_within_group\": 0.20344836191106394}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.90631504182936806\", \"total_measure\": 0.9177095970112145, \"share_within_group\": 0.2033806013299916}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84688482797337294\", \"total_measure\": 0.9176093260917726, \"share_within_group\": 0.2033583795291535}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84676983812161721\", \"total_measure\": 0.9156496076390817, \"share_within_group\": 0.20292407142270696}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.86781603253802131\", \"total_measure\": 0.9154097341682548, \"share_within_group\": 0.20287091123902928}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82864850924093125\", \"total_measure\": 0.9138875643394095, \"share_within_group\": 0.20253357160988608}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83976084342107282\", \"total_measure\": 0.9126822439491582, \"share_within_group\": 0.20226645139390168}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.80907954043759533\", \"total_measure\": 0.9114855518369783, \"share_within_group\": 0.20200124335622324}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83093359534069777\", \"total_measure\": 0.9086724011528641, \"share_within_group\": 0.20137779964414879}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84722527523659341\", \"total_measure\": 0.9086656259908936, \"share_within_group\": 0.20137629814899155}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84499242222275595\", \"total_measure\": 0.9084047160381366, \"share_within_group\": 0.20131847591060859}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.81158066243315374\", \"total_measure\": 0.9082300074001554, \"share_within_group\": 0.20127975740099957}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.88004445130669118\", \"total_measure\": 0.907724010202026, \"share_within_group\": 0.2011676195147205}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.81096948427114113\", \"total_measure\": 0.9074598849389858, \"share_within_group\": 0.20110908470697905}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.85892282416888233\", \"total_measure\": 0.9068736646699147, \"share_within_group\": 0.20097916797599596}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83491624632460559\", \"total_measure\": 0.906822498467701, \"share_within_group\": 0.20096782864489615}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82349291586847773\", \"total_measure\": 0.9067869240358513, \"share_within_group\": 0.20095994472457412}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.81489359034880804\", \"total_measure\": 0.9066790770193002, \"share_within_group\": 0.200936043927253}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.845146513569627\", \"total_measure\": 0.9066160091833546, \"share_within_group\": 0.2009220669846113}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82118909802235718\", \"total_measure\": 0.9064356255634314, \"share_within_group\": 0.20088209079910604}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82912269758721668\", \"total_measure\": 0.9060430458528773, \"share_within_group\": 0.20079508822458522}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82600054120953637\", \"total_measure\": 0.9056913006899612, \"share_within_group\": 0.20071713530463997}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.89551880445304399\", \"total_measure\": 0.9039471510514187, \"share_within_group\": 0.20033060104211126}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83807656491379168\", \"total_measure\": 0.9031499003886914, \"share_within_group\": 0.20015391626108217}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.81975999671125732\", \"total_measure\": 0.9029012395390229, \"share_within_group\": 0.20009880863956714}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.858885946528408\", \"total_measure\": 0.9028736626582253, \"share_within_group\": 0.20009269711734085}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.8435409563001609\", \"total_measure\": 0.9028085848572034, \"share_within_group\": 0.20007827473105638}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83846614528527663\", \"total_measure\": 0.9019419034887932, \"share_within_group\": 0.19988620288344483}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.80410285920944913\", \"total_measure\": 0.9019138938019432, \"share_within_group\": 0.19987999544377857}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84273820941958943\", \"total_measure\": 0.9018781889390698, \"share_within_group\": 0.19987208261764572}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.83275682683354846\", \"total_measure\": 0.9016556153779528, \"share_within_group\": 0.19982275639849365}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.85061107084701659\", \"total_measure\": 0.9010144670874306, \"share_within_group\": 0.1996806666510476}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82439012895913821\", \"total_measure\": 0.9009449649681948, \"share_within_group\": 0.19966526375796476}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84062558821189726\", \"total_measure\": 0.9003803473530615, \"share_within_group\": 0.19954013455537029}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.84593355240478818\", \"total_measure\": 0.9002974529195906, \"share_within_group\": 0.19952176368970523}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82457074365888849\", \"total_measure\": 0.9000294194962325, \"share_within_group\": 0.19946236276484114}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.80335131756475719\", \"total_measure\": 0.8997689878782074, \"share_within_group\": 0.199404646533855}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82647050629718477\", \"total_measure\": 0.899758534328615, \"share_within_group\": 0.19940232984324935}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.7941801374421642\", \"total_measure\": 0.8997008233402959, \"share_within_group\": 0.19938954007233933}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82479437215772389\", \"total_measure\": 0.8996135402798198, \"share_within_group\": 0.19937019660967603}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.82837489108338713\", \"total_measure\": 0.8996004432953446, \"share_within_group\": 0.1993672940873674}, {\"Class\": \"BOMBAY\", \"Compactness\": \"0.80872393807049792\", \"total_measure\": 0.8990538646145345, \"share_within_group\": 0.199246162630162}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 63.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8372df0803466fa3780a9f27337f741561c588ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:34:25.573198+00:00", + "ended_at": "2026-05-19T15:34:40.477370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_6e536f870eb27767", + "problem_id": "v2p_n10_f530474b51560934", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=roundness.", + "bindings": { + "group_col": "Class", + "measure_col": "roundness", + "item_col": "Compactness", + "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": 0.916869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6e536f870eb27767.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6e536f870eb27767", + "api_calls": 0, + "input_tokens": 15507, + "cached_input_tokens": 12032, + "output_tokens": 559, + "total_tokens": 16066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14835.17, + "sql_execution_elapsed_ms_total": 63.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fe7261feca92af6409656f3cf95e35dfa03327a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:40.411682+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14835.17, "started_at": "2026-05-19T15:34:25.575655+00:00", "ended_at": "2026-05-19T15:34:40.410845+00:00", "prompt_metrics": {"chars": 11312, "bytes_utf8": 11312, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 687, "bytes_utf8": 687, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15507, "cached_input_tokens": 12032, "output_tokens": 559, "reasoning_output_tokens": 373}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"Compactness\\\",\\n SUM(CAST(\\\"roundness\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"roundness\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"roundness\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nWHERE \\\"Class\\\" IS NOT NULL AND \\\"Compactness\\\" IS NOT NULL AND \\\"roundness\\\" IS NOT NULL\\nGROUP BY \\\"Class\\\", \\\"Compactness\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"Compactness\\\", and measure_col=\\\"roundness\\\". Cast \\\"roundness\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82f8c05dc9951824fa1f039f44f58569adf267ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6e536f870eb27767", + "api_calls": 0, + "input_tokens": 15507, + "cached_input_tokens": 12032, + "output_tokens": 559, + "total_tokens": 16066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14835.17, + "sql_execution_elapsed_ms_total": 63.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6e536f870eb27767/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce4e648ddd826abb99beef79630967215769fcc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=roundness. +Result preview: [{"Class": "DERMASON", "group_value": 3220.171715581486}, {"Class": "SIRA", "group_value": 2331.942663440431}, {"Class": "SEKER", "group_value": 1914.5169581056698}, {"Class": "HOROZ", "group_value": 1531.641877378845}, {"Class": "CALI", "group_value": 1378.8731135433377}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed73bf3d05b7d7ca3950235e92af72b623260b20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_6f1cb6664e08d809 +-- problem_id: v2p_n10_7104e161c3e38ba7 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("roundness" AS REAL)) AS "group_value" + FROM "n10" + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c483b841657d75f6e049835701854c49d9fba11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/query_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_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"Class\", SUM(CAST(\"roundness\" AS REAL)) AS \"group_value\"\n FROM \"n10\"\n GROUP BY \"Class\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"Class\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"roundness\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Class\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 3220.171715581486}, {\"Class\": \"SIRA\", \"group_value\": 2331.942663440431}, {\"Class\": \"SEKER\", \"group_value\": 1914.5169581056698}, {\"Class\": \"HOROZ\", \"group_value\": 1531.641877378845}, {\"Class\": \"CALI\", \"group_value\": 1378.8731135433377}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e022927977743c2974164c7acb5f3af81e4bf7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:46:28.921215+00:00", + "ended_at": "2026-05-19T15:46:40.439448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_6f1cb6664e08d809", + "problem_id": "v2p_n10_7104e161c3e38ba7", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=roundness.", + "bindings": { + "group_col": "Class", + "measure_col": "roundness", + "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": 0.916869, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6f1cb6664e08d809.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6f1cb6664e08d809", + "api_calls": 0, + "input_tokens": 15524, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 16025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11488.99, + "sql_execution_elapsed_ms_total": 22.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a6ffb65ac55f798f5b570ec22036e5f6e1469ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:40.414575+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11488.99, "started_at": "2026-05-19T15:46:28.923769+00:00", "ended_at": "2026-05-19T15:46:40.412799+00:00", "prompt_metrics": {"chars": 11453, "bytes_utf8": 11453, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 697, "bytes_utf8": 697, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15524, "cached_input_tokens": 12032, "output_tokens": 501, "reasoning_output_tokens": 304}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"roundness\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Class\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"Class\\\" and measure_col=\\\"roundness\\\". CAST(\\\"roundness\\\" AS REAL) is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3b761c7c25d149a60da8f25f0fbede533bd9f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_6f1cb6664e08d809", + "api_calls": 0, + "input_tokens": 15524, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 16025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11488.99, + "sql_execution_elapsed_ms_total": 22.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_6f1cb6664e08d809/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d41dcc87eb87f98bbcfa790fe77476d0fb58284b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=Perimeter. +Result preview: [{"Class": "BOMBAY", "MajorAxisLength": "738.8601534818813", "total_measure": 1985.37, "share_within_group": 0.23986787596489004}, {"Class": "BOMBAY", "MajorAxisLength": "738.14450172517365", "total_measure": 1921.685, "share_within_group": 0.2321735994920794}, {"Class": "BOMBAY", "MajorAxisLength": "719.1256903918719", "total_measure": 1919.8679999999997, "share_within_group": 0.23195407369556376}, {"Class": "BOMBAY", "MajorAxisLength": "726.37349315853726", "total_measure": 1895.94, "share_within_group": 0.2290631473009432}, {"Class": "BOMBAY", "MajorAxisLength": "715.05303981110421", "total_measure": 1884.5569999999998, "share_within_group": 0.22768787919872124}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d165b04f8c92fdcbe1c3242e50878f8ee728c6f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_70154e0458a21109 +-- problem_id: v2p_n10_10854bb9cc01b7dd +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "MajorAxisLength", + SUM(CAST("Perimeter" AS REAL)) AS total_measure, + SUM(CAST("Perimeter" AS REAL)) * 100.0 / SUM(SUM(CAST("Perimeter" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "MajorAxisLength" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da9a029845309dbe7daf965aae2db47f41fba8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"MajorAxisLength\",\n SUM(CAST(\"Perimeter\" AS REAL)) AS total_measure,\n SUM(CAST(\"Perimeter\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Perimeter\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"MajorAxisLength\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"MajorAxisLength\\\",\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Perimeter\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"MajorAxisLength\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"MajorAxisLength\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"738.8601534818813\", \"total_measure\": 1985.37, \"share_within_group\": 0.23986787596489004}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"738.14450172517365\", \"total_measure\": 1921.685, \"share_within_group\": 0.2321735994920794}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"719.1256903918719\", \"total_measure\": 1919.8679999999997, \"share_within_group\": 0.23195407369556376}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"726.37349315853726\", \"total_measure\": 1895.94, \"share_within_group\": 0.2290631473009432}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"715.05303981110421\", \"total_measure\": 1884.5569999999998, \"share_within_group\": 0.22768787919872124}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"695.13762965836861\", \"total_measure\": 1869.885, \"share_within_group\": 0.22591524161673057}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"721.21609835130369\", \"total_measure\": 1849.699, \"share_within_group\": 0.22347641512885816}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"706.99307578654498\", \"total_measure\": 1849.3709999999999, \"share_within_group\": 0.2234367869168289}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"722.49406833984892\", \"total_measure\": 1847.94, \"share_within_group\": 0.22326389676007943}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"713.96728210860931\", \"total_measure\": 1845.855, \"share_within_group\": 0.22301199181471065}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"720.69552054653661\", \"total_measure\": 1839.8079999999998, \"share_within_group\": 0.2222814070642814}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"713.36683697537933\", \"total_measure\": 1836.0469999999998, \"share_within_group\": 0.2218270116208608}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"669.0993604706523\", \"total_measure\": 1827.554, \"share_within_group\": 0.22080090672828676}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"680.81255486490397\", \"total_measure\": 1817.2779999999998, \"share_within_group\": 0.21955938384166346}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"671.61539190371161\", \"total_measure\": 1815.0729999999999, \"share_within_group\": 0.21929298076994252}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.72003669792934\", \"total_measure\": 1812.571, \"share_within_group\": 0.2189906948355}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.97538740289485\", \"total_measure\": 1812.548, \"share_within_group\": 0.21898791602794918}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"704.30420883839554\", \"total_measure\": 1811.572, \"share_within_group\": 0.21886999793361828}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"682.46554680682107\", \"total_measure\": 1810.955, \"share_within_group\": 0.21879545340062428}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"676.70982962424785\", \"total_measure\": 1802.309, \"share_within_group\": 0.21775086339695118}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"663.24399406024088\", \"total_measure\": 1796.132, \"share_within_group\": 0.2170045723429738}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"710.86837970046179\", \"total_measure\": 1795.5770000000002, \"share_within_group\": 0.21693751850859505}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"712.40867511132171\", \"total_measure\": 1795.1009999999999, \"share_within_group\": 0.21688000927406478}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"689.24305530468712\", \"total_measure\": 1792.381, \"share_within_group\": 0.2165513850767492}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"641.90427523317533\", \"total_measure\": 1787.859, \"share_within_group\": 0.21600504734871198}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"664.75118969974301\", \"total_measure\": 1785.693, \"share_within_group\": 0.2157433561680555}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"660.71948269373536\", \"total_measure\": 1780.9669999999999, \"share_within_group\": 0.2151723716252196}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"712.90735139088724\", \"total_measure\": 1780.349, \"share_within_group\": 0.215097706274506}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"687.72304341535823\", \"total_measure\": 1779.422, \"share_within_group\": 0.2149857082484356}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.83987109042653\", \"total_measure\": 1776.5849999999998, \"share_within_group\": 0.21464294837792658}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"636.10812623596348\", \"total_measure\": 1773.3789999999997, \"share_within_group\": 0.21425560676888472}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"680.4892103204221\", \"total_measure\": 1772.436, \"share_within_group\": 0.2141416756593007}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"640.44294542128353\", \"total_measure\": 1770.662, \"share_within_group\": 0.21392734502472796}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"674.48618523102311\", \"total_measure\": 1770.466, \"share_within_group\": 0.21390366475168604}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"670.96664658503778\", \"total_measure\": 1769.7459999999999, \"share_within_group\": 0.2138166759935731}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"684.27476690954927\", \"total_measure\": 1767.4569999999999, \"share_within_group\": 0.21354012423340565}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"659.1128280306317\", \"total_measure\": 1765.021, \"share_within_group\": 0.21324581226845685}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"653.1324411138695\", \"total_measure\": 1763.6460000000002, \"share_within_group\": 0.21307968790400503}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"672.24810213524154\", \"total_measure\": 1757.418, \"share_within_group\": 0.21232723514632793}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"659.27333661035334\", \"total_measure\": 1755.004, \"share_within_group\": 0.21203558117121032}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"664.26409477882589\", \"total_measure\": 1754.6019999999999, \"share_within_group\": 0.21198701244793058}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"665.63523003785531\", \"total_measure\": 1753.619, \"share_within_group\": 0.2118682486295625}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"638.15347429627855\", \"total_measure\": 1753.363, \"share_within_group\": 0.21183731929334457}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"663.41796167782366\", \"total_measure\": 1752.441, \"share_within_group\": 0.21172592535587215}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"667.53142140990883\", \"total_measure\": 1752.359, \"share_within_group\": 0.21171601830286482}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"685.94104727905165\", \"total_measure\": 1749.634, \"share_within_group\": 0.21138679001695118}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"675.70774326278161\", \"total_measure\": 1748.3319999999999, \"share_within_group\": 0.21122948534603025}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"705.40989638010592\", \"total_measure\": 1747.665, \"share_within_group\": 0.21114889992705618}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"682.73678645520624\", \"total_measure\": 1747.118, \"share_within_group\": 0.21108281263443424}, {\"Class\": \"BOMBAY\", \"MajorAxisLength\": \"679.0974407969095\", \"total_measure\": 1746.6399999999999, \"share_within_group\": 0.2110250617644648}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 76.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f78b81fe1ba2c0588cb0d20e0fca7f98e344f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:38:39.006146+00:00", + "ended_at": "2026-05-19T15:38:51.500280+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_70154e0458a21109", + "problem_id": "v2p_n10_10854bb9cc01b7dd", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=Perimeter.", + "bindings": { + "group_col": "Class", + "measure_col": "Perimeter", + "item_col": "MajorAxisLength", + "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": 902.7514, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70154e0458a21109.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_70154e0458a21109", + "api_calls": 0, + "input_tokens": 15508, + "cached_input_tokens": 12032, + "output_tokens": 451, + "total_tokens": 15959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12411.1, + "sql_execution_elapsed_ms_total": 76.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d34b9f0601552dc9f9f2e50aaa6744267bc52a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:51.421126+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12411.1, "started_at": "2026-05-19T15:38:39.008423+00:00", "ended_at": "2026-05-19T15:38:51.419566+00:00", "prompt_metrics": {"chars": 11318, "bytes_utf8": 11318, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 632, "bytes_utf8": 632, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15508, "cached_input_tokens": 12032, "output_tokens": 451, "reasoning_output_tokens": 282}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"MajorAxisLength\\\",\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Perimeter\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Perimeter\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"MajorAxisLength\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the planned Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"MajorAxisLength\\\", and measure_col=\\\"Perimeter\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dab2719eb73e511db8a043257f9c2486d2933428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_70154e0458a21109", + "api_calls": 0, + "input_tokens": 15508, + "cached_input_tokens": 12032, + "output_tokens": 451, + "total_tokens": 15959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12411.1, + "sql_execution_elapsed_ms_total": 76.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70154e0458a21109/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d491015f081739db4e2cf07672ec66a6e2ffe8f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_70986802dcd5ce33 +-- problem_id: v2p_n10_f4793bf59871624b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Compactness", + COUNT(*) AS support, + AVG("Area") AS avg_response +FROM "n10" +GROUP BY "Compactness" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1be5dc1c592b30885af1ada60540ccc99372c01d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_70986802dcd5ce33\n-- problem_id: v2p_n10_f4793bf59871624b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Compactness\",\n COUNT(*) AS support,\n AVG(\"Area\") AS avg_response\nFROM \"n10\"\nGROUP BY \"Compactness\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_70986802dcd5ce33\\n-- problem_id: v2p_n10_f4793bf59871624b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Compactness\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Area\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Compactness\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Compactness\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f9f08437a4393d22329de4427616eecbf336b1b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.938639+00:00", + "ended_at": "2026-05-19T16:05:40.948987+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_70986802dcd5ce33", + "problem_id": "v2p_n10_f4793bf59871624b", + "dataset_id": "n10", + "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=Area, key_col=Compactness.", + "bindings": { + "key_col": "Compactness", + "measure_col": "Area", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70986802dcd5ce33.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_70986802dcd5ce33/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7703f3ef21ad7abf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7703f3ef21ad7abf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ecc2d22aabc1c25e75f93e107b2392528c770ea2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7703f3ef21ad7abf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:03:51.752752+00:00", + "ended_at": "2026-05-19T16:03:58.834785+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_7703f3ef21ad7abf", + "problem_id": "v2p_n10_1c60d6c59a172a5f", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=ConvexArea.", + "bindings": { + "group_col": "Class", + "measure_col": "ConvexArea", + "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": 53411.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7703f3ef21ad7abf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7703f3ef21ad7abf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02a63b0680b5232883a98a8b8236bbdd2687a053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7703f3ef21ad7abf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:54.429170+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2672.77, "started_at": "2026-05-19T16:03:51.755428+00:00", "ended_at": "2026-05-19T16:03:54.428220+00:00", "prompt_metrics": {"chars": 11071, "bytes_utf8": 11071, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-b25e-7da3-8f7c-72d8e85c27a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:58.834695+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3403.15, "started_at": "2026-05-19T16:03:55.430691+00:00", "ended_at": "2026-05-19T16:03:58.833892+00:00", "prompt_metrics": {"chars": 11071, "bytes_utf8": 11071, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-c0be-7f23-a701-82882f3cf02c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9afd44372b4884ccd42754d6969a0a8331ae067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "DERMASON", "support": 3546, "support_share": 0.2605245757108221, "cumulative_support": 3546}, {"value_label": "SIRA", "support": 2636, "support_share": 0.19366688707662919, "cumulative_support": 6182}, {"value_label": "SEKER", "support": 2027, "support_share": 0.148923664682977, "cumulative_support": 8209}, {"value_label": "HOROZ", "support": 1928, "support_share": 0.1416501359194769, "cumulative_support": 10137}, {"value_label": "CALI", "support": 1630, "support_share": 0.11975607964146646, "cumulative_support": 11767}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..acc8817489a5bd7a99160244ea3a3fa5ff6efa46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_7733bf5fd589f89f +-- problem_id: v2p_n10_5ff51f59c3b47709 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Class" AS value_label, COUNT(*) AS support + FROM "n10" + GROUP BY "Class" +), 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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8883ec48150f38fa38180f859c9440840ca1506d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\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_n10_7733bf5fd589f89f\n-- problem_id: v2p_n10_5ff51f59c3b47709\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Class\" AS value_label, COUNT(*) AS support\n FROM \"n10\"\n GROUP BY \"Class\"\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: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\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_n10_7733bf5fd589f89f\\n-- problem_id: v2p_n10_5ff51f59c3b47709\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Class\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\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\": \"DERMASON\", \"support\": 3546, \"support_share\": 0.2605245757108221, \"cumulative_support\": 3546}, {\"value_label\": \"SIRA\", \"support\": 2636, \"support_share\": 0.19366688707662919, \"cumulative_support\": 6182}, {\"value_label\": \"SEKER\", \"support\": 2027, \"support_share\": 0.148923664682977, \"cumulative_support\": 8209}, {\"value_label\": \"HOROZ\", \"support\": 1928, \"support_share\": 0.1416501359194769, \"cumulative_support\": 10137}, {\"value_label\": \"CALI\", \"support\": 1630, \"support_share\": 0.11975607964146646, \"cumulative_support\": 11767}, {\"value_label\": \"BARBUNYA\", \"support\": 1322, \"support_share\": 0.09712732348835501, \"cumulative_support\": 13089}, {\"value_label\": \"BOMBAY\", \"support\": 522, \"support_share\": 0.03835133348027331, \"cumulative_support\": 13611}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a95f665eb77f645bae9c511a3f3098fe66a104f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.833582+00:00", + "ended_at": "2026-05-19T16:05:40.839390+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_7733bf5fd589f89f", + "problem_id": "v2p_n10_5ff51f59c3b47709", + "dataset_id": "n10", + "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=Class.", + "bindings": { + "group_col": "Class" + }, + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7733bf5fd589f89f.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7733bf5fd589f89f/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7ee8e87f8469ffe0f8c9479dcb89c07b8b2c31d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class. +Result preview: [{"Class": "BOMBAY", "support": 522}, {"Class": "BARBUNYA", "support": 1322}, {"Class": "CALI", "support": 1630}, {"Class": "HOROZ", "support": 1928}, {"Class": "SEKER", "support": 2027}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02d52a78b5f8aa7b4fba59a80d09c0ba22c51fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_7aefe5ed319e7497 +-- problem_id: v2p_n10_e60ad2035bdf75bb +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dc23fe2dd9cd94d75259be21d37e08ae9cfb8d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/query_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_low_support_group_count_v2\nSELECT\n \"Class\",\n COUNT(*) AS \"support\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"support\" ASC, \"Class\" ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"support\\\" ASC, \\\"Class\\\" ASC\\nLIMIT 15;\", \"columns\": [\"Class\", \"support\"], \"rows\": [{\"Class\": \"BOMBAY\", \"support\": 522}, {\"Class\": \"BARBUNYA\", \"support\": 1322}, {\"Class\": \"CALI\", \"support\": 1630}, {\"Class\": \"HOROZ\", \"support\": 1928}, {\"Class\": \"SEKER\", \"support\": 2027}, {\"Class\": \"SIRA\", \"support\": 2636}, {\"Class\": \"DERMASON\", \"support\": 3546}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..364a8c6411ad5903942745a299cad172e6f966bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:02:38.188651+00:00", + "ended_at": "2026-05-19T16:02:47.815801+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_7aefe5ed319e7497", + "problem_id": "v2p_n10_e60ad2035bdf75bb", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.00217, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7aefe5ed319e7497.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_7aefe5ed319e7497", + "api_calls": 0, + "input_tokens": 15398, + "cached_input_tokens": 12288, + "output_tokens": 347, + "total_tokens": 15745, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9608.75, + "sql_execution_elapsed_ms_total": 10.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cc89aaedb2daa60bfb6693e494eb5772e82e722 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:47.802909+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9608.75, "started_at": "2026-05-19T16:02:38.192509+00:00", "ended_at": "2026-05-19T16:02:47.801306+00:00", "prompt_metrics": {"chars": 10887, "bytes_utf8": 10887, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15398, "cached_input_tokens": 12288, "output_tokens": 347, "reasoning_output_tokens": 253}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"support\\\" ASC, \\\"Class\\\" ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"Class\\\" and top_k set to 15.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32b706dc779e98bf1b305d2c39e35b01f6a42608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_7aefe5ed319e7497", + "api_calls": 0, + "input_tokens": 15398, + "cached_input_tokens": 12288, + "output_tokens": 347, + "total_tokens": 15745, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9608.75, + "sql_execution_elapsed_ms_total": 10.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_7aefe5ed319e7497/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdf9ea97e7d821438b1061857962c23180d4e8cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_810851ef6ae532f9 +-- problem_id: v2p_n10_4e5f78e4d4a7db16 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Extent", + COUNT(*) AS support, + AVG("MajorAxisLength") AS avg_response +FROM "n10" +GROUP BY "Extent" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96d9e143cd433ea82d7b5a692900303cda332a0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_810851ef6ae532f9\n-- problem_id: v2p_n10_4e5f78e4d4a7db16\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Extent\",\n COUNT(*) AS support,\n AVG(\"MajorAxisLength\") AS avg_response\nFROM \"n10\"\nGROUP BY \"Extent\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_810851ef6ae532f9\\n-- problem_id: v2p_n10_4e5f78e4d4a7db16\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Extent\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MajorAxisLength\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Extent\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Extent\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73ce2d2e86fcff283f07e5de19ab4e64c87e501f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.912970+00:00", + "ended_at": "2026-05-19T16:05:40.925386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_810851ef6ae532f9", + "problem_id": "v2p_n10_4e5f78e4d4a7db16", + "dataset_id": "n10", + "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=MajorAxisLength, key_col=Extent.", + "bindings": { + "key_col": "Extent", + "measure_col": "MajorAxisLength", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_810851ef6ae532f9.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_810851ef6ae532f9/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_88ec10fab2d5eda1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_88ec10fab2d5eda1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f049728b89435024d51da595f78e714ac6c310ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_88ec10fab2d5eda1/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:59:01.397911+00:00", + "ended_at": "2026-05-19T15:59:08.825760+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_88ec10fab2d5eda1", + "problem_id": "v2p_n10_8ccaa51ef167efdd", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 62294.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_88ec10fab2d5eda1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_88ec10fab2d5eda1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b168bec281120d49bfe6dcda2c193a80548ca238 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_88ec10fab2d5eda1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:04.852539+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3449.48, "started_at": "2026-05-19T15:59:01.402308+00:00", "ended_at": "2026-05-19T15:59:04.851812+00:00", "prompt_metrics": {"chars": 11157, "bytes_utf8": 11157, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-4430-78f1-91e4-0c3d827a5d71\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:08.825663+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2970.81, "started_at": "2026-05-19T15:59:05.854062+00:00", "ended_at": "2026-05-19T15:59:08.824915+00:00", "prompt_metrics": {"chars": 11157, "bytes_utf8": 11157, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-5592-79a0-a747-349dc6f051e8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e95eb4a861a11b5c6c2480480f0279d81d76d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=AspectRation. +Result preview: [{"Class": "DERMASON", "total_measure": 5285.209897300189}, {"Class": "SIRA", "total_measure": 4138.737822391944}, {"Class": "HOROZ", "total_measure": 3906.3576204805577}, {"Class": "CALI", "total_measure": 2825.8707431053163}, {"Class": "SEKER", "total_measure": 2523.983664343942}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..826796e0acd4bd6eae2118f3d06f9788c5cb1ca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_8d283e28c3617ce0 +-- problem_id: v2p_n10_62b75d0e55e61c50 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("AspectRation" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a605dfad3e84be1b8bd26883c6e756ca4444d870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"AspectRation\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"AspectRation\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 5285.209897300189}, {\"Class\": \"SIRA\", \"total_measure\": 4138.737822391944}, {\"Class\": \"HOROZ\", \"total_measure\": 3906.3576204805577}, {\"Class\": \"CALI\", \"total_measure\": 2825.8707431053163}, {\"Class\": \"SEKER\", \"total_measure\": 2523.983664343942}, {\"Class\": \"BARBUNYA\", \"total_measure\": 2041.6897498395758}, {\"Class\": \"BOMBAY\", \"total_measure\": 827.6570789445943}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..675dce475889e70b66fa5501764c3dddd8d0fd38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:29:55.193358+00:00", + "ended_at": "2026-05-19T15:30:11.512214+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_8d283e28c3617ce0", + "problem_id": "v2p_n10_62b75d0e55e61c50", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=AspectRation.", + "bindings": { + "group_col": "Class", + "measure_col": "AspectRation", + "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": 1.637208, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8d283e28c3617ce0.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_8d283e28c3617ce0", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 429, + "total_tokens": 15819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16302.16, + "sql_execution_elapsed_ms_total": 11.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2572a02d344f028964c3899aa079c10d4657f406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:11.498693+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16302.16, "started_at": "2026-05-19T15:29:55.195579+00:00", "ended_at": "2026-05-19T15:30:11.497761+00:00", "prompt_metrics": {"chars": 10906, "bytes_utf8": 10906, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15390, "cached_input_tokens": 12032, "output_tokens": 429, "reasoning_output_tokens": 331}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"AspectRation\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the grouped numeric sum template with \\\"Class\\\" as the grouping column and \\\"AspectRation\\\" as the measure. CAST to REAL is included because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99976f057317ffd97b30d1c4df9bacd0fb37b085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_8d283e28c3617ce0", + "api_calls": 0, + "input_tokens": 15390, + "cached_input_tokens": 12032, + "output_tokens": 429, + "total_tokens": 15819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16302.16, + "sql_execution_elapsed_ms_total": 11.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_8d283e28c3617ce0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_902030c7499056b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_902030c7499056b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3203aada048e863a01dc42feda7d04c4e8b1c251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_902030c7499056b6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:59:33.359589+00:00", + "ended_at": "2026-05-19T15:59:40.721973+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_902030c7499056b6", + "problem_id": "v2p_n10_fe7b16bc09146723", + "dataset_id": "n10", + "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=ShapeFactor2.", + "bindings": { + "measure_col": "ShapeFactor2", + "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": 0.00217, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_902030c7499056b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_902030c7499056b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09a0a637c4fb5ca32b1d5c8211b9099311d8b017 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_902030c7499056b6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:36.617358+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3254.76, "started_at": "2026-05-19T15:59:33.361808+00:00", "ended_at": "2026-05-19T15:59:36.616588+00:00", "prompt_metrics": {"chars": 10846, "bytes_utf8": 10846, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-c107-72a0-a6b1-a1dbe244db38\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:40.721841+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3101.9, "started_at": "2026-05-19T15:59:37.618829+00:00", "ended_at": "2026-05-19T15:59:40.720780+00:00", "prompt_metrics": {"chars": 10846, "bytes_utf8": 10846, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-d1a1-77f1-ad0a-1472ecbe8951\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e662476b8ab0db2f2aac5eb60a4ea71f655d923 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=Area. +Result preview: [{"Class": "BOMBAY", "Perimeter": "1985.37", "total_measure": 254616.0, "share_within_group": 0.28115972445472437}, {"Class": "BOMBAY", "Perimeter": "1919.8679999999997", "total_measure": 251432.0, "share_within_group": 0.2776437923740074}, {"Class": "BOMBAY", "Perimeter": "1884.5569999999998", "total_measure": 248424.0, "share_within_group": 0.2743222082977521}, {"Class": "BOMBAY", "Perimeter": "1895.94", "total_measure": 241322.0, "share_within_group": 0.2664798246177106}, {"Class": "BOMBAY", "Perimeter": "1921.6849999999999", "total_measure": 237270.0, "share_within_group": 0.2620054035149891}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bc39b7047d3a2efc0d1212570104d6734fd7473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_90a7f53807731b4e +-- problem_id: v2p_n10_06bf81332dfbecfe +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "Perimeter", + SUM(CAST("Area" AS REAL)) AS "total_measure", + SUM(CAST("Area" AS REAL)) * 100.0 / SUM(SUM(CAST("Area" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n10" +GROUP BY "Class", "Perimeter" +ORDER BY "share_within_group" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b28d4420042c558d54e51eb9a4d02d19e7158109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Class\",\n \"Perimeter\",\n SUM(CAST(\"Area\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"Area\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Area\" AS REAL))) OVER (PARTITION BY \"Class\") AS \"share_within_group\"\nFROM \"n10\"\nGROUP BY \"Class\", \"Perimeter\"\nORDER BY \"share_within_group\" DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Class\\\",\\n \\\"Perimeter\\\",\\n SUM(CAST(\\\"Area\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"Area\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Area\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"Perimeter\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 17;\", \"columns\": [\"Class\", \"Perimeter\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"Perimeter\": \"1985.37\", \"total_measure\": 254616.0, \"share_within_group\": 0.28115972445472437}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1919.8679999999997\", \"total_measure\": 251432.0, \"share_within_group\": 0.2776437923740074}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1884.5569999999998\", \"total_measure\": 248424.0, \"share_within_group\": 0.2743222082977521}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1895.94\", \"total_measure\": 241322.0, \"share_within_group\": 0.2664798246177106}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1921.6849999999999\", \"total_measure\": 237270.0, \"share_within_group\": 0.2620054035149891}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1869.885\", \"total_measure\": 234898.0, \"share_within_group\": 0.2593861224548569}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1849.3709999999999\", \"total_measure\": 233751.0, \"share_within_group\": 0.2581195476757795}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1787.8589999999999\", \"total_measure\": 231066.0, \"share_within_group\": 0.25515463635771257}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1815.0729999999999\", \"total_measure\": 230867.0, \"share_within_group\": 0.2549348906026678}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1812.548\", \"total_measure\": 226806.0, \"share_within_group\": 0.25045053124971806}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1839.8079999999998\", \"total_measure\": 226687.0, \"share_within_group\": 0.2503191254967013}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1796.1320000000001\", \"total_measure\": 225405.0, \"share_within_group\": 0.24890347696420156}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1802.309\", \"total_measure\": 225335.0, \"share_within_group\": 0.24882617946242702}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1770.662\", \"total_measure\": 224267.0, \"share_within_group\": 0.24764684043535234}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1827.5540000000001\", \"total_measure\": 223165.0, \"share_within_group\": 0.24642995690741573}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1817.2779999999998\", \"total_measure\": 223035.0, \"share_within_group\": 0.24628640440412014}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1847.94\", \"total_measure\": 222737.0, \"share_within_group\": 0.2459573378965656}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 68.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b04e04fa126a5889532b0145c1a6d708537a113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:37:58.064293+00:00", + "ended_at": "2026-05-19T15:38:23.994458+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_90a7f53807731b4e", + "problem_id": "v2p_n10_06bf81332dfbecfe", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=Area.", + "bindings": { + "group_col": "Class", + "measure_col": "Area", + "item_col": "Perimeter", + "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": 52697.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_90a7f53807731b4e.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_90a7f53807731b4e", + "api_calls": 0, + "input_tokens": 15504, + "cached_input_tokens": 14720, + "output_tokens": 1066, + "total_tokens": 16570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25857.01, + "sql_execution_elapsed_ms_total": 68.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b7ac07b9f93f9c392c192c093e09a1e10925f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:23.924854+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25857.01, "started_at": "2026-05-19T15:37:58.066660+00:00", "ended_at": "2026-05-19T15:38:23.923702+00:00", "prompt_metrics": {"chars": 11296, "bytes_utf8": 11296, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15504, "cached_input_tokens": 14720, "output_tokens": 1066, "reasoning_output_tokens": 884}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Class\\\",\\n \\\"Perimeter\\\",\\n SUM(CAST(\\\"Area\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"Area\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Area\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"Perimeter\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template bindings with group_col=\\\"Class\\\", item_col=\\\"Perimeter\\\", and measure_col=\\\"Area\\\". CAST(\\\"Area\\\" AS REAL) is required because the SQLite schema stores numeric-looking fields as TEXT. LIMIT 17 applies the provided top_k binding.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa0f3d5c4103cb61872fed4e59a913ef123eb527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_90a7f53807731b4e", + "api_calls": 0, + "input_tokens": 15504, + "cached_input_tokens": 14720, + "output_tokens": 1066, + "total_tokens": 16570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25857.01, + "sql_execution_elapsed_ms_total": 68.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_90a7f53807731b4e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7d85f2801db7d155fbe0d87e2da00c774ed79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_ratio": 0.0}, {"Class": "BARBUNYA", "condition_ratio": null}, {"Class": "BOMBAY", "condition_ratio": null}, {"Class": "CALI", "condition_ratio": null}, {"Class": "DERMASON", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86def0e990b3648d43bc7a8149daffd70c448b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_921b6a76aaafa66c +-- problem_id: v2p_n10_f2d3c0f243a83885 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6152c38a95df2177ef9d3cae46e0c9bb4bec3fcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/query_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 \"Class\",\n SUM(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n10\"\n GROUP BY \"Class\"\n)\nSELECT \"Class\",\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 \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"Class\", \"condition_ratio\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_ratio\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_ratio\": null}, {\"Class\": \"BOMBAY\", \"condition_ratio\": null}, {\"Class\": \"CALI\", \"condition_ratio\": null}, {\"Class\": \"DERMASON\", \"condition_ratio\": null}, {\"Class\": \"HOROZ\", \"condition_ratio\": null}, {\"Class\": \"SEKER\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c261caca29d3e2426a8a5f4330f4bbc46dcf865 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:39:12.208236+00:00", + "ended_at": "2026-05-19T15:39:25.840957+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_921b6a76aaafa66c", + "problem_id": "v2p_n10_f2d3c0f243a83885", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 62294.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_921b6a76aaafa66c.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_921b6a76aaafa66c", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 14720, + "output_tokens": 513, + "total_tokens": 16113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13610.52, + "sql_execution_elapsed_ms_total": 12.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..160aa571baf8c91929cf8a714946b8609f9b44ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:25.825030+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13610.52, "started_at": "2026-05-19T15:39:12.212970+00:00", "ended_at": "2026-05-19T15:39:25.823544+00:00", "prompt_metrics": {"chars": 11713, "bytes_utf8": 11713, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 776, "bytes_utf8": 776, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15600, "cached_input_tokens": 14720, "output_tokens": 513, "reasoning_output_tokens": 306}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\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=\\\"Class\\\" and condition_col=\\\"Class\\\". Because the grouping column and condition column are the same, most groups will yield NULL ratios due to zero denominators; only the 'SIRA' group yields 0.0 and the 'DERMASON' group yields NULL.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae24832763b56ae34812f30e8d743295766e7e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_921b6a76aaafa66c", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 14720, + "output_tokens": 513, + "total_tokens": 16113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13610.52, + "sql_execution_elapsed_ms_total": 12.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_921b6a76aaafa66c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9257bf44a11321bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9257bf44a11321bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1da7f8fd15dc52a7f39766e36f1013ba9872431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9257bf44a11321bb/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:03:23.858245+00:00", + "ended_at": "2026-05-19T16:03:31.008580+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_9257bf44a11321bb", + "problem_id": "v2p_n10_17b1f4dc73ceeda2", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.810466, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9257bf44a11321bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9257bf44a11321bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efc9a6cc51ffa8349a4bb8ee11eb5b41131d6b0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9257bf44a11321bb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:26.734604+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2871.09, "started_at": "2026-05-19T16:03:23.862674+00:00", "ended_at": "2026-05-19T16:03:26.733804+00:00", "prompt_metrics": {"chars": 11074, "bytes_utf8": 11074, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-456c-7d53-9995-df8197e4d875\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:31.008464+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3271.31, "started_at": "2026-05-19T16:03:27.736213+00:00", "ended_at": "2026-05-19T16:03:31.007571+00:00", "prompt_metrics": {"chars": 11074, "bytes_utf8": 11074, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-548e-77b1-89e1-8a8641819762\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfecfb7a92b70d0f314a528a7a0e62bb77791421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Eccentricity. +Result preview: [{"Class": "DERMASON", "total_measure": 2612.097733715222}, {"Class": "SIRA", "total_measure": 2022.5430610311905}, {"Class": "HOROZ", "total_measure": 1672.430276333346}, {"Class": "CALI", "total_measure": 1328.1310999953707}, {"Class": "SEKER", "total_measure": 1185.3515907412607}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db2b03a7911ce27b7f04e26bb3ebc105575650bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_9350afc60af2ce30 +-- problem_id: v2p_n10_cdb242f7c7539754 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Eccentricity" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cab3be2e0baf2b1c12b7a047f937c205106051d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"Eccentricity\" AS REAL)) AS \"total_measure\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Eccentricity\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 2612.097733715222}, {\"Class\": \"SIRA\", \"total_measure\": 2022.5430610311905}, {\"Class\": \"HOROZ\", \"total_measure\": 1672.430276333346}, {\"Class\": \"CALI\", \"total_measure\": 1328.1310999953707}, {\"Class\": \"SEKER\", \"total_measure\": 1185.3515907412607}, {\"Class\": \"BARBUNYA\", \"total_measure\": 997.666613857394}, {\"Class\": \"BOMBAY\", \"total_measure\": 402.2105080182602}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04549797eccd6d6de19da8528ed65ce944553944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:30:21.699667+00:00", + "ended_at": "2026-05-19T15:30:29.720944+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_9350afc60af2ce30", + "problem_id": "v2p_n10_cdb242f7c7539754", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.791788, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9350afc60af2ce30.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_9350afc60af2ce30", + "api_calls": 0, + "input_tokens": 15392, + "cached_input_tokens": 12032, + "output_tokens": 307, + "total_tokens": 15699, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8004.31, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a76c10fc006f63e833e26e13aed2fdc98a600041 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:29.707113+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8004.31, "started_at": "2026-05-19T15:30:21.702044+00:00", "ended_at": "2026-05-19T15:30:29.706376+00:00", "prompt_metrics": {"chars": 10907, "bytes_utf8": 10907, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15392, "cached_input_tokens": 12032, "output_tokens": 307, "reasoning_output_tokens": 203}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Eccentricity\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"Eccentricity\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9ba5a7c43caab917f87bccd0e34596d52eb7957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_9350afc60af2ce30", + "api_calls": 0, + "input_tokens": 15392, + "cached_input_tokens": 12032, + "output_tokens": 307, + "total_tokens": 15699, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8004.31, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9350afc60af2ce30/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5162a786e4bf2bc730ed29c5b616164829236eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/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=Class, measure_col=ConvexArea. +Result preview: [{"Class": "BOMBAY", "percentile_measure": 217831.3}, {"Class": "CALI", "percentile_measure": 93812.45}, {"Class": "BARBUNYA", "percentile_measure": 88997.8}, {"Class": "HOROZ", "percentile_measure": 66405.85}, {"Class": "SIRA", "percentile_measure": 52945.5}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e8d7ee0194ec857986146d3e91d09e1783635fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/generated_sql.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_949420351d177f99 +-- problem_id: v2p_n10_cd64003bf08fc4d7 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("ConvexArea" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("ConvexArea" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Class") AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ConvexArea" IS NOT NULL +), +"positions" AS ( + SELECT + "Class", + 1.0 + (MAX("cnt") - 1) * 0.95 AS "pos" + FROM "ordered" + GROUP BY "Class" +), +"bounds" AS ( + SELECT + "Class", + "pos", + CAST("pos" AS INTEGER) AS "lower_rn", + CASE + WHEN ABS("pos" - CAST("pos" AS INTEGER)) < 1e-12 THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END AS "upper_rn" + FROM "positions" +), +"picked" AS ( + SELECT + b."Class", + b."pos", + b."lower_rn", + b."upper_rn", + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure_value" END) AS "upper_val" + FROM "bounds" AS b + JOIN "ordered" AS o + ON o."Class" = b."Class" + GROUP BY b."Class", b."pos", b."lower_rn", b."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba9777b7a4902d223049e2e2c4ef060c24f23063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/query_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 \"Class\",\n CAST(\"ConvexArea\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"ConvexArea\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Class\") AS \"cnt\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"ConvexArea\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"Class\",\n 1.0 + (MAX(\"cnt\") - 1) * 0.95 AS \"pos\"\n FROM \"ordered\"\n GROUP BY \"Class\"\n),\n\"bounds\" AS (\n SELECT\n \"Class\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN ABS(\"pos\" - CAST(\"pos\" AS INTEGER)) < 1e-12 THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"positions\"\n),\n\"picked\" AS (\n SELECT\n b.\"Class\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_val\"\n FROM \"bounds\" AS b\n JOIN \"ordered\" AS o\n ON o.\"Class\" = b.\"Class\"\n GROUP BY b.\"Class\", b.\"pos\", b.\"lower_rn\", b.\"upper_rn\"\n)\nSELECT\n \"Class\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"ConvexArea\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"ConvexArea\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Class\\\") AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"ConvexArea\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n 1.0 + (MAX(\\\"cnt\\\") - 1) * 0.95 AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"Class\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN ABS(\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) < 1e-12 THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"Class\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"Class\\\" = b.\\\"Class\\\"\\n GROUP BY b.\\\"Class\\\", b.\\\"pos\\\", b.\\\"lower_rn\\\", b.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"Class\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"percentile_measure\": 217831.3}, {\"Class\": \"CALI\", \"percentile_measure\": 93812.45}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 88997.8}, {\"Class\": \"HOROZ\", \"percentile_measure\": 66405.85}, {\"Class\": \"SIRA\", \"percentile_measure\": 52945.5}, {\"Class\": \"SEKER\", \"percentile_measure\": 49206.1}, {\"Class\": \"DERMASON\", \"percentile_measure\": 40487.75}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32a436f033c10b2fcb4556efae6a7d4be9203193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:51:47.567736+00:00", + "ended_at": "2026-05-19T15:52:21.927663+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_949420351d177f99", + "problem_id": "v2p_n10_cd64003bf08fc4d7", + "dataset_id": "n10", + "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=Class, measure_col=ConvexArea.", + "bindings": { + "group_col": "Class", + "measure_col": "ConvexArea", + "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": 62294.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_949420351d177f99.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_949420351d177f99", + "api_calls": 0, + "input_tokens": 15428, + "cached_input_tokens": 14720, + "output_tokens": 2161, + "total_tokens": 17589, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34302.52, + "sql_execution_elapsed_ms_total": 51.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1c35f76cfdc2b5cdce8aacecc5b3cda82e99109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:21.873841+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 34302.52, "started_at": "2026-05-19T15:51:47.570509+00:00", "ended_at": "2026-05-19T15:52:21.873055+00:00", "prompt_metrics": {"chars": 11079, "bytes_utf8": 11079, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 1848, "bytes_utf8": 1848, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15428, "cached_input_tokens": 14720, "output_tokens": 2161, "reasoning_output_tokens": 1579}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"ConvexArea\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"ConvexArea\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Class\\\") AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"ConvexArea\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n 1.0 + (MAX(\\\"cnt\\\") - 1) * 0.95 AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"Class\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN ABS(\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) < 1e-12 THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"Class\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01bd90eaa659122b7bea0062dde50107ed37aa85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_949420351d177f99", + "api_calls": 0, + "input_tokens": 15428, + "cached_input_tokens": 14720, + "output_tokens": 2161, + "total_tokens": 17589, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34302.52, + "sql_execution_elapsed_ms_total": 51.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_949420351d177f99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..383d264d35c85c97c631274a51662ba641ec21f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=AspectRation. +Result preview: [{"Class": "DERMASON", "total_measure": 5285.209897300189}, {"Class": "SIRA", "total_measure": 4138.737822391944}, {"Class": "HOROZ", "total_measure": 3906.3576204805577}, {"Class": "CALI", "total_measure": 2825.8707431053163}, {"Class": "SEKER", "total_measure": 2523.983664343942}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87235f8d0c95f62885bbe162f02fbdd8c9a1b2cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_94e20d7423bc4ab5 +-- problem_id: v2p_n10_ec36cdd5f7503e8b +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("AspectRation" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("AspectRation" AS REAL)) > 1.637208 +ORDER BY "total_measure" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20582422a855137e005d91e8e29987763c217828 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Class\", SUM(CAST(\"AspectRation\" AS REAL)) AS \"total_measure\"\nFROM \"n10\"\nGROUP BY \"Class\"\nHAVING SUM(CAST(\"AspectRation\" AS REAL)) > 1.637208\nORDER BY \"total_measure\" DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"AspectRation\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"AspectRation\\\" AS REAL)) > 1.637208\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 17;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 5285.209897300189}, {\"Class\": \"SIRA\", \"total_measure\": 4138.737822391944}, {\"Class\": \"HOROZ\", \"total_measure\": 3906.3576204805577}, {\"Class\": \"CALI\", \"total_measure\": 2825.8707431053163}, {\"Class\": \"SEKER\", \"total_measure\": 2523.983664343942}, {\"Class\": \"BARBUNYA\", \"total_measure\": 2041.6897498395758}, {\"Class\": \"BOMBAY\", \"total_measure\": 827.6570789445943}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5438e70c6dd397aafb0dcfb8bac149783494d859 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:03:15.368523+00:00", + "ended_at": "2026-05-19T16:03:23.857165+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_94e20d7423bc4ab5", + "problem_id": "v2p_n10_ec36cdd5f7503e8b", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=AspectRation.", + "bindings": { + "group_col": "Class", + "measure_col": "AspectRation", + "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": 1.637208, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_94e20d7423bc4ab5.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_94e20d7423bc4ab5", + "api_calls": 0, + "input_tokens": 15435, + "cached_input_tokens": 14720, + "output_tokens": 319, + "total_tokens": 15754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8461.65, + "sql_execution_elapsed_ms_total": 19.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8364f30b0a4dd7ee1395f22822e8a4bfae798a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:23.834743+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8461.65, "started_at": "2026-05-19T16:03:15.371529+00:00", "ended_at": "2026-05-19T16:03:23.833214+00:00", "prompt_metrics": {"chars": 11076, "bytes_utf8": 11076, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15435, "cached_input_tokens": 14720, "output_tokens": 319, "reasoning_output_tokens": 187}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"AspectRation\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"AspectRation\\\" AS REAL)) > 1.637208\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Class\\\" and measure_col=\\\"AspectRation\\\". CAST to REAL is needed because the SQLite schema stores \\\"AspectRation\\\" as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8c29621e97f760f98e86c4e86da593016f4dc3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_94e20d7423bc4ab5", + "api_calls": 0, + "input_tokens": 15435, + "cached_input_tokens": 14720, + "output_tokens": 319, + "total_tokens": 15754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8461.65, + "sql_execution_elapsed_ms_total": 19.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_94e20d7423bc4ab5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3f2e9d4518c14dd751e6c841d6bf3d5f736d371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=Compactness. +Result preview: [{"Class": "DERMASON", "total_measure": 2904.5641991076677}, {"Class": "SIRA", "total_measure": 2101.8005223567916}, {"Class": "SEKER", "total_measure": 1817.89676814721}, {"Class": "HOROZ", "total_measure": 1351.2975228338541}, {"Class": "CALI", "total_measure": 1233.4260189432518}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dce1f1ff5bdc5cb708622c2ad316b5d065f174c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_980feaaddfc678b6 +-- problem_id: v2p_n10_dc566a362ed34ecb +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Compactness" AS REAL)) > 0.820544 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9511f24f00ee4447448f0875113dc0c8f894c2ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Class\", SUM(CAST(\"Compactness\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nHAVING SUM(CAST(\"Compactness\" AS REAL)) > 0.820544\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Compactness\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"Compactness\\\" AS REAL)) > 0.820544\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 2904.5641991076677}, {\"Class\": \"SIRA\", \"total_measure\": 2101.8005223567916}, {\"Class\": \"SEKER\", \"total_measure\": 1817.89676814721}, {\"Class\": \"HOROZ\", \"total_measure\": 1351.2975228338541}, {\"Class\": \"CALI\", \"total_measure\": 1233.4260189432518}, {\"Class\": \"BARBUNYA\", \"total_measure\": 1064.2110873717863}, {\"Class\": \"BOMBAY\", \"total_measure\": 413.7484551943897}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df7ac88ff6296e57c68ae65fb59962a0c425739c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:32.221662+00:00", + "ended_at": "2026-05-19T16:05:40.832974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_980feaaddfc678b6", + "problem_id": "v2p_n10_dc566a362ed34ecb", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=Compactness.", + "bindings": { + "group_col": "Class", + "measure_col": "Compactness", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.820544, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_980feaaddfc678b6.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_980feaaddfc678b6", + "api_calls": 0, + "input_tokens": 15432, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 15755, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8595.54, + "sql_execution_elapsed_ms_total": 11.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c5093bc7f45908d0f5215a6b7b381c493dcc6e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:05:40.820388+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8595.54, "started_at": "2026-05-19T16:05:32.224050+00:00", "ended_at": "2026-05-19T16:05:40.819621+00:00", "prompt_metrics": {"chars": 11072, "bytes_utf8": 11072, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15432, "cached_input_tokens": 12032, "output_tokens": 323, "reasoning_output_tokens": 201}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Compactness\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"Compactness\\\" AS REAL)) > 0.820544\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"Class\\\" and measure_col=\\\"Compactness\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66dd387e1e61febc328eb2a960b87fb63195e757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_980feaaddfc678b6", + "api_calls": 0, + "input_tokens": 15432, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 15755, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8595.54, + "sql_execution_elapsed_ms_total": 11.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_980feaaddfc678b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9cce1a26946bfeba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9cce1a26946bfeba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c3cfa45868bf92cf6af877d936fa0defbb8d2d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9cce1a26946bfeba/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:03:58.835188+00:00", + "ended_at": "2026-05-19T16:04:06.184078+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_9cce1a26946bfeba", + "problem_id": "v2p_n10_ea0d7bde7fe5b60d", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=EquivDiameter.", + "bindings": { + "group_col": "Class", + "measure_col": "EquivDiameter", + "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": 279.446467, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9cce1a26946bfeba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9cce1a26946bfeba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbf81bbdf61ecba1403c816d8b692df6a50e7c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_9cce1a26946bfeba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:01.893940+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3054.85, "started_at": "2026-05-19T16:03:58.838355+00:00", "ended_at": "2026-05-19T16:04:01.893224+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-cdfb-75d3-9dd2-95031827fdbe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:06.183956+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3288.15, "started_at": "2026-05-19T16:04:02.895048+00:00", "ended_at": "2026-05-19T16:04:06.183241+00:00", "prompt_metrics": {"chars": 11078, "bytes_utf8": 11078, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-ddc9-7dd1-8138-6ec5d41d4dc1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a2500c6e268b94a182d0412339cdc6493a28759 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_rate": 1.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "DERMASON", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0abcf4a08137e6500277e4a2178629862f35ad97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_a0f5e6317c42fcc8 +-- problem_id: v2p_n10_78a823b666463693 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0726410941c88bc30bf7c1193d375535987317d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_rate\": 1.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"DERMASON\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0798610e79cfd9dc253575f5aa1d3aab5d264e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:57:26.054136+00:00", + "ended_at": "2026-05-19T15:57:34.018822+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_a0f5e6317c42fcc8", + "problem_id": "v2p_n10_78a823b666463693", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "SIRA", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 61332.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a0f5e6317c42fcc8.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a0f5e6317c42fcc8", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 278, + "total_tokens": 15729, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7942.96, + "sql_execution_elapsed_ms_total": 12.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f02fdee09f34a21bcf418835fae99cf6f8efae3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:34.002630+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7942.96, "started_at": "2026-05-19T15:57:26.058627+00:00", "ended_at": "2026-05-19T15:57:34.001627+00:00", "prompt_metrics": {"chars": 11150, "bytes_utf8": 11150, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15451, "cached_input_tokens": 14720, "output_tokens": 278, "reasoning_output_tokens": 180}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with both group and condition bound to \\\"Class\\\" and condition value 'SIRA'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..09b4deda26da37c7d8ffe9c86bc16819ca851e52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a0f5e6317c42fcc8", + "api_calls": 0, + "input_tokens": 15451, + "cached_input_tokens": 14720, + "output_tokens": 278, + "total_tokens": 15729, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7942.96, + "sql_execution_elapsed_ms_total": 12.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a0f5e6317c42fcc8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcc2c6983d6b5cc76dc2c8f57e9563a2fc8e3900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/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=Class, measure_col=ShapeFactor1. +Result preview: [{"Class": "DERMASON", "percentile_measure": 0.008571702447610283}, {"Class": "HOROZ", "percentile_measure": 0.007702079606559637}, {"Class": "SIRA", "percentile_measure": 0.007152986267447844}, {"Class": "SEKER", "percentile_measure": 0.006734003214459404}, {"Class": "BARBUNYA", "percentile_measure": 0.0059495787850742604}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccada68a0f12fcd0c3206bba6cc1fbf20b41f619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_a29b8a41dc89f6ee +-- problem_id: v2p_n10_8981298647f44d5c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("ShapeFactor1" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "Class" + ORDER BY CAST("ShapeFactor1" AS REAL) + ) AS "cdf" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ShapeFactor1" IS NOT NULL + AND "ShapeFactor1" <> '' +) +SELECT + "Class", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "cdf" >= 0.9 +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0357fe88bf4974126456894b01f568a10e98a0e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/query_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 \"Class\",\n CAST(\"ShapeFactor1\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"ShapeFactor1\" AS REAL)\n ) AS \"cdf\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"ShapeFactor1\" IS NOT NULL\n AND \"ShapeFactor1\" <> ''\n)\nSELECT\n \"Class\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cdf\" >= 0.9\nGROUP BY \"Class\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"ShapeFactor1\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"ShapeFactor1\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"ShapeFactor1\\\" IS NOT NULL\\n AND \\\"ShapeFactor1\\\" <> ''\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cdf\\\" >= 0.9\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"percentile_measure\": 0.008571702447610283}, {\"Class\": \"HOROZ\", \"percentile_measure\": 0.007702079606559637}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.007152986267447844}, {\"Class\": \"SEKER\", \"percentile_measure\": 0.006734003214459404}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.0059495787850742604}, {\"Class\": \"CALI\", \"percentile_measure\": 0.005871092673705718}, {\"Class\": \"BOMBAY\", \"percentile_measure\": 0.0037005531946395823}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3dab917d032b9903953b5efcdced03acd5429199 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:56:48.582390+00:00", + "ended_at": "2026-05-19T15:57:12.523843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_a29b8a41dc89f6ee", + "problem_id": "v2p_n10_8981298647f44d5c", + "dataset_id": "n10", + "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=Class, measure_col=ShapeFactor1.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor1", + "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": 0.006999, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a29b8a41dc89f6ee.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a29b8a41dc89f6ee", + "api_calls": 0, + "input_tokens": 15428, + "cached_input_tokens": 12032, + "output_tokens": 1264, + "total_tokens": 16692, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23899.72, + "sql_execution_elapsed_ms_total": 36.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88b82565c9a3164582a1bd88b11b61b9742bfe5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:57:12.485779+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23899.72, "started_at": "2026-05-19T15:56:48.585247+00:00", "ended_at": "2026-05-19T15:57:12.485025+00:00", "prompt_metrics": {"chars": 11084, "bytes_utf8": 11084, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 807, "bytes_utf8": 807, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15428, "cached_input_tokens": 12032, "output_tokens": 1264, "reasoning_output_tokens": 1034}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"ShapeFactor1\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"ShapeFactor1\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"ShapeFactor1\\\" IS NOT NULL\\n AND \\\"ShapeFactor1\\\" <> ''\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cdf\\\" >= 0.9\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() and takes the smallest ShapeFactor1 value at or above the 0.9 cumulative threshold within each Class as a SQLite-compatible nearest-rank percentile substitute.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee2e87d8f805701c02ed35e1e4baf7d5b3ac4f03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a29b8a41dc89f6ee", + "api_calls": 0, + "input_tokens": 15428, + "cached_input_tokens": 12032, + "output_tokens": 1264, + "total_tokens": 16692, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23899.72, + "sql_execution_elapsed_ms_total": 36.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a29b8a41dc89f6ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7d85f2801db7d155fbe0d87e2da00c774ed79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_ratio": 0.0}, {"Class": "BARBUNYA", "condition_ratio": null}, {"Class": "BOMBAY", "condition_ratio": null}, {"Class": "CALI", "condition_ratio": null}, {"Class": "DERMASON", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf956368c57141f2805812fa43076ba7e736317b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_a532a80ac5ff084e +-- problem_id: v2p_n10_59a88580e24d2669 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e69e2e115f27477c1da59a7c902639d26305eb4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/query_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 \"Class\",\n SUM(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n10\"\n GROUP BY \"Class\"\n)\nSELECT \"Class\",\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 \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"Class\", \"condition_ratio\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_ratio\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_ratio\": null}, {\"Class\": \"BOMBAY\", \"condition_ratio\": null}, {\"Class\": \"CALI\", \"condition_ratio\": null}, {\"Class\": \"DERMASON\", \"condition_ratio\": null}, {\"Class\": \"HOROZ\", \"condition_ratio\": null}, {\"Class\": \"SEKER\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ca2da79d79b3e3a00e6753d3888a00a8fd04491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:38:51.500823+00:00", + "ended_at": "2026-05-19T15:39:01.722911+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_a532a80ac5ff084e", + "problem_id": "v2p_n10_59a88580e24d2669", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 1.707109, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a532a80ac5ff084e.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a532a80ac5ff084e", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 12032, + "output_tokens": 390, + "total_tokens": 15990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10204.67, + "sql_execution_elapsed_ms_total": 10.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d1add6355b4208b96aad56426848841e97348af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:01.709884+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10204.67, "started_at": "2026-05-19T15:38:51.503812+00:00", "ended_at": "2026-05-19T15:39:01.708517+00:00", "prompt_metrics": {"chars": 11714, "bytes_utf8": 11714, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 786, "bytes_utf8": 786, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15600, "cached_input_tokens": 12032, "output_tokens": 390, "reasoning_output_tokens": 192}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\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=\\\"Class\\\" and condition_col=\\\"Class\\\". Because the grouping column and condition column are the same, this probes class-to-class contrast directly and will yield non-null ratios only where the grouped class has SIRA support in the denominator.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d9ed59f14355b1fcf7d1af02ee0b6fb02f0e960 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a532a80ac5ff084e", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 12032, + "output_tokens": 390, + "total_tokens": 15990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10204.67, + "sql_execution_elapsed_ms_total": 10.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a532a80ac5ff084e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d6c27037f4dff39cc1ecc3862a16a94d208ec92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor4. +Result preview: [{"Class": "DERMASON", "group_value": 3535.057041824223}, {"Class": "SIRA", "group_value": 2623.8340409261677}, {"Class": "SEKER", "group_value": 2023.721799379792}, {"Class": "HOROZ", "group_value": 1912.4341438656131}, {"Class": "CALI", "group_value": 1614.65120944447}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85789fb5371141ee708b29cc38b37478827b6797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_a725a862fcaee0e2 +-- problem_id: v2p_n10_91542b15bd18caa4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor4" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06d7329549d7d204ee866faceb18087a777fc52e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"ShapeFactor4\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 3535.057041824223}, {\"Class\": \"SIRA\", \"group_value\": 2623.8340409261677}, {\"Class\": \"SEKER\", \"group_value\": 2023.721799379792}, {\"Class\": \"HOROZ\", \"group_value\": 1912.4341438656131}, {\"Class\": \"CALI\", \"group_value\": 1614.65120944447}, {\"Class\": \"BARBUNYA\", \"group_value\": 1316.3675915880212}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20d41f470b3730a30fcdefdc3b49d18dcae31f3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:48:54.385422+00:00", + "ended_at": "2026-05-19T15:49:04.186505+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_a725a862fcaee0e2", + "problem_id": "v2p_n10_91542b15bd18caa4", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor4.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.997393, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a725a862fcaee0e2.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a725a862fcaee0e2", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 407, + "total_tokens": 15933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9767.66, + "sql_execution_elapsed_ms_total": 23.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a44e94b531e6ade4cb7d87376533f78d1ae982f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:04.159785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9767.66, "started_at": "2026-05-19T15:48:54.390457+00:00", "ended_at": "2026-05-19T15:49:04.158168+00:00", "prompt_metrics": {"chars": 11461, "bytes_utf8": 11461, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 603, "bytes_utf8": 603, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15526, "cached_input_tokens": 14720, "output_tokens": 407, "reasoning_output_tokens": 247}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor4\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"Class\\\" and measure_col=\\\"ShapeFactor4\\\". CAST to REAL is included because the SQLite schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3496e410d003b8c8f20a28accf5724e9826b5037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_a725a862fcaee0e2", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 407, + "total_tokens": 15933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9767.66, + "sql_execution_elapsed_ms_total": 23.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_a725a862fcaee0e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e4fe4a75deccfbb50785095d8eabdcf395d9bb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=Area. +Result preview: [{"Class": "BOMBAY", "Perimeter": "1985.37", "total_measure": 254616.0, "share_within_group": 0.28115972445472437}, {"Class": "BOMBAY", "Perimeter": "1919.8679999999997", "total_measure": 251432.0, "share_within_group": 0.2776437923740074}, {"Class": "BOMBAY", "Perimeter": "1884.5569999999998", "total_measure": 248424.0, "share_within_group": 0.2743222082977521}, {"Class": "BOMBAY", "Perimeter": "1895.94", "total_measure": 241322.0, "share_within_group": 0.2664798246177106}, {"Class": "BOMBAY", "Perimeter": "1921.6849999999999", "total_measure": 237270.0, "share_within_group": 0.2620054035149891}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9b1cefa34761ab56b020b57b3f8e5023963c72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_ac76561463fb5dbc +-- problem_id: v2p_n10_9eedb0d29d77a1d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Perimeter", + SUM(CAST("Area" AS REAL)) AS total_measure, + SUM(CAST("Area" AS REAL)) * 100.0 / SUM(SUM(CAST("Area" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Perimeter" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..357025c7342d4b063ae6515fcc6ea6bff9909365 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"Perimeter\",\n SUM(CAST(\"Area\" AS REAL)) AS total_measure,\n SUM(CAST(\"Area\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Area\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"Perimeter\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"Perimeter\\\",\\n SUM(CAST(\\\"Area\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Area\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Area\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"Perimeter\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"Class\", \"Perimeter\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"Perimeter\": \"1985.37\", \"total_measure\": 254616.0, \"share_within_group\": 0.28115972445472437}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1919.8679999999997\", \"total_measure\": 251432.0, \"share_within_group\": 0.2776437923740074}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1884.5569999999998\", \"total_measure\": 248424.0, \"share_within_group\": 0.2743222082977521}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1895.94\", \"total_measure\": 241322.0, \"share_within_group\": 0.2664798246177106}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1921.6849999999999\", \"total_measure\": 237270.0, \"share_within_group\": 0.2620054035149891}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1869.885\", \"total_measure\": 234898.0, \"share_within_group\": 0.2593861224548569}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1849.3709999999999\", \"total_measure\": 233751.0, \"share_within_group\": 0.2581195476757795}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1787.8589999999999\", \"total_measure\": 231066.0, \"share_within_group\": 0.25515463635771257}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1815.0729999999999\", \"total_measure\": 230867.0, \"share_within_group\": 0.2549348906026678}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1812.548\", \"total_measure\": 226806.0, \"share_within_group\": 0.25045053124971806}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1839.8079999999998\", \"total_measure\": 226687.0, \"share_within_group\": 0.2503191254967013}, {\"Class\": \"BOMBAY\", \"Perimeter\": \"1796.1320000000001\", \"total_measure\": 225405.0, \"share_within_group\": 0.24890347696420156}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b578bfd92bd5b81412f30a5518f3aa7e4a24b68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:37:40.207243+00:00", + "ended_at": "2026-05-19T15:37:58.063739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_ac76561463fb5dbc", + "problem_id": "v2p_n10_9eedb0d29d77a1d4", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=Area.", + "bindings": { + "group_col": "Class", + "measure_col": "Area", + "item_col": "Perimeter", + "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": 61332.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac76561463fb5dbc.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_ac76561463fb5dbc", + "api_calls": 0, + "input_tokens": 15505, + "cached_input_tokens": 12032, + "output_tokens": 955, + "total_tokens": 16460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17806.95, + "sql_execution_elapsed_ms_total": 44.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8910d77b317560487226f7898271ebd6981c10ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:58.017608+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17806.95, "started_at": "2026-05-19T15:37:40.209874+00:00", "ended_at": "2026-05-19T15:37:58.016847+00:00", "prompt_metrics": {"chars": 11299, "bytes_utf8": 11299, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15505, "cached_input_tokens": 12032, "output_tokens": 955, "reasoning_output_tokens": 786}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"Perimeter\\\",\\n SUM(CAST(\\\"Area\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Area\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Area\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"Perimeter\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Uses the bound template roles with group_col=\\\"Class\\\", item_col=\\\"Perimeter\\\", and measure_col=\\\"Area\\\". Casts \\\"Area\\\" from TEXT to REAL for numeric aggregation; grouping by exact \\\"Perimeter\\\" values may be highly granular.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f3cdf3d7e99543dc22c2d4f3f8a9947a46ace20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_ac76561463fb5dbc", + "api_calls": 0, + "input_tokens": 15505, + "cached_input_tokens": 12032, + "output_tokens": 955, + "total_tokens": 16460, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17806.95, + "sql_execution_elapsed_ms_total": 44.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ac76561463fb5dbc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..998dbaea60d6027c29e5d5c64b3f67cfdcf4346d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/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=Class, measure_col=Extent. +Result preview: [{"Class": "BOMBAY", "percentile_measure": 0.8191431835491242}, {"Class": "HOROZ", "percentile_measure": 0.8089970501474927}, {"Class": "CALI", "percentile_measure": 0.8082157468481256}, {"Class": "SIRA", "percentile_measure": 0.8057443095317663}, {"Class": "DERMASON", "percentile_measure": 0.8017069327731092}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71955c402cd5ad72297c468b7fc266b46ae48503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b039c37965105a3b +-- problem_id: v2p_n10_e4c04a19cb185796 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "Class" AS "Class", + CAST("Extent" AS REAL) AS "measure_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Extent" IS NOT NULL +), +"__ranked" AS ( + SELECT + "Class", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "__base" +) +SELECT + "Class", + MIN("measure_value") AS "percentile_measure" +FROM "__ranked" +WHERE "rn" >= ( + CAST((0.9 * "cnt") AS INTEGER) + + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END +) +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b322d68d18a2f4c775c2dfaa1521a3cdae7de76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/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 \"__base\" AS (\n SELECT\n \"Class\" AS \"Class\",\n CAST(\"Extent\" AS REAL) AS \"measure_value\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"Extent\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"Class\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"__base\"\n)\nSELECT\n \"Class\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"__ranked\"\nWHERE \"rn\" >= (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n)\nGROUP BY \"Class\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"Class\\\" AS \\\"Class\\\",\\n CAST(\\\"Extent\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Extent\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"__base\\\"\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"rn\\\" >= (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"percentile_measure\": 0.8191431835491242}, {\"Class\": \"HOROZ\", \"percentile_measure\": 0.8089970501474927}, {\"Class\": \"CALI\", \"percentile_measure\": 0.8082157468481256}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.8057443095317663}, {\"Class\": \"DERMASON\", \"percentile_measure\": 0.8017069327731092}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.8008304982989793}, {\"Class\": \"SEKER\", \"percentile_measure\": 0.793110691031296}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 67.73}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7234cb908d458f8e4359338a09a4fb573446bd04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:53:44.312845+00:00", + "ended_at": "2026-05-19T15:54:03.247342+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_b039c37965105a3b", + "problem_id": "v2p_n10_e4c04a19cb185796", + "dataset_id": "n10", + "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=Class, measure_col=Extent.", + "bindings": { + "group_col": "Class", + "measure_col": "Extent", + "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": 0.778107, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b039c37965105a3b.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b039c37965105a3b", + "api_calls": 0, + "input_tokens": 15424, + "cached_input_tokens": 14720, + "output_tokens": 827, + "total_tokens": 16251, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17858.56, + "sql_execution_elapsed_ms_total": 67.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6a3ea9c4f552b7e108d99679cbeb1b2a8b21dd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:47.129944+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2813.54, "started_at": "2026-05-19T15:53:44.315353+00:00", "ended_at": "2026-05-19T15:53:47.128923+00:00", "prompt_metrics": {"chars": 11072, "bytes_utf8": 11072, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-6d88-70c3-be73-deb443d7b2e7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:54:03.177642+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15045.02, "started_at": "2026-05-19T15:53:48.130853+00:00", "ended_at": "2026-05-19T15:54:03.175920+00:00", "prompt_metrics": {"chars": 11072, "bytes_utf8": 11072, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 1010, "bytes_utf8": 1010, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15424, "cached_input_tokens": 14720, "output_tokens": 827, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"Class\\\" AS \\\"Class\\\",\\n CAST(\\\"Extent\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Extent\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"__base\\\"\\n)\\nSELECT\\n \\\"Class\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"rn\\\" >= (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"Class\\\" over numeric-cast \\\"Extent\\\", preserving the grouped percentile-point"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9206ad660e3a6df770d25c207e2b4bd8e371c5ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b039c37965105a3b", + "api_calls": 0, + "input_tokens": 15424, + "cached_input_tokens": 14720, + "output_tokens": 827, + "total_tokens": 16251, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17858.56, + "sql_execution_elapsed_ms_total": 67.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b039c37965105a3b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76b8b12f28721bba584124bdb158e51062725cef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor2. +Result preview: [{"Class": "BOMBAY", "ShapeFactor3": "0.82140695504616934", "total_measure": 0.0015146642024813153, "share_within_group": 0.343664459480454}, {"Class": "BOMBAY", "ShapeFactor3": "0.7920677034035184", "total_measure": 0.0013130308042684827, "share_within_group": 0.2979155517710734}, {"Class": "BOMBAY", "ShapeFactor3": "0.80195392912900942", "total_measure": 0.0012457624142067007, "share_within_group": 0.2826529246667745}, {"Class": "BOMBAY", "ShapeFactor3": "0.71249472585675766", "total_measure": 0.0012397875137779369, "share_within_group": 0.2812972704412789}, {"Class": "BOMBAY", "ShapeFactor3": "0.75156139757431084", "total_measure": 0.0012202889212428718, "share_within_group": 0.27687320519089853}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d3d14edbc66a73b3285ed0b1f5b4dd9d72f8442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_b2768c9e6e893a70 +-- problem_id: v2p_n10_33468b8fb2462dad +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor3", + SUM(CAST("ShapeFactor2" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor2" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor3" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..226fe18e9d8ca9b16591ea390b4c807b26cc0cb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"ShapeFactor3\",\n SUM(CAST(\"ShapeFactor2\" AS REAL)) AS total_measure,\n SUM(CAST(\"ShapeFactor2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ShapeFactor2\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"ShapeFactor3\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor3\\\",\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor2\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor3\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"ShapeFactor3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.82140695504616934\", \"total_measure\": 0.0015146642024813153, \"share_within_group\": 0.343664459480454}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.7920677034035184\", \"total_measure\": 0.0013130308042684827, \"share_within_group\": 0.2979155517710734}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.80195392912900942\", \"total_measure\": 0.0012457624142067007, \"share_within_group\": 0.2826529246667745}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71249472585675766\", \"total_measure\": 0.0012397875137779369, \"share_within_group\": 0.2812972704412789}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.75156139757431084\", \"total_measure\": 0.0012202889212428718, \"share_within_group\": 0.27687320519089853}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.77038836825463319\", \"total_measure\": 0.0012195703144877246, \"share_within_group\": 0.2767101594137011}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.73531839958224188\", \"total_measure\": 0.0012000099358384806, \"share_within_group\": 0.27227207541811105}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71156134495578993\", \"total_measure\": 0.0011746349822989084, \"share_within_group\": 0.26651471370174323}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.77447823627569512\", \"total_measure\": 0.0011563513686182027, \"share_within_group\": 0.26236631684742023}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71119288980663486\", \"total_measure\": 0.0011472909788408001, \"share_within_group\": 0.260310591261226}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70911365020901806\", \"total_measure\": 0.0011462135296929467, \"share_within_group\": 0.26006612718898603}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.75310466633003215\", \"total_measure\": 0.001145834283227042, \"share_within_group\": 0.25998007938281126}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70231205875360581\", \"total_measure\": 0.00113880081545489, \"share_within_group\": 0.2583842452063449}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.6991227711254393\", \"total_measure\": 0.0011281748750605774, \"share_within_group\": 0.25597330946487784}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.719002080340851\", \"total_measure\": 0.0011255129600932056, \"share_within_group\": 0.25536934353834034}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71654732528178633\", \"total_measure\": 0.0011248574992403, \"share_within_group\": 0.2552206250307297}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.73186427488189498\", \"total_measure\": 0.0011227910936231471, \"share_within_group\": 0.25475177512437885}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.73874014106741603\", \"total_measure\": 0.0011182032059619575, \"share_within_group\": 0.2537108223305802}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70237232865770094\", \"total_measure\": 0.00111419764075542, \"share_within_group\": 0.25280199356222127}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70331451048338522\", \"total_measure\": 0.0011061564030226375, \"share_within_group\": 0.2509775049300456}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.7057167903799999\", \"total_measure\": 0.001104733680018442, \"share_within_group\": 0.2506547011485697}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71020768961573588\", \"total_measure\": 0.0010975049966043206, \"share_within_group\": 0.2490145741988473}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.69945435249096\", \"total_measure\": 0.0010929873614163267, \"share_within_group\": 0.24798956109530365}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67934185210391351\", \"total_measure\": 0.0010817286242049708, \"share_within_group\": 0.24543504912371644}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.73768506914399934\", \"total_measure\": 0.0010787527137993578, \"share_within_group\": 0.2447598402956925}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.7142726293988958\", \"total_measure\": 0.0010739367415132978, \"share_within_group\": 0.24366713703522702}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.72338449153517015\", \"total_measure\": 0.00107260972355585, \"share_within_group\": 0.24336604791704491}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67961908472526478\", \"total_measure\": 0.001072330757647386, \"share_within_group\": 0.24330275291872863}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71209169013945117\", \"total_measure\": 0.0010694515605987364, \"share_within_group\": 0.2426494875310335}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71112522020624125\", \"total_measure\": 0.0010675123928238566, \"share_within_group\": 0.24220950681180597}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67775614679036977\", \"total_measure\": 0.0010653700973910563, \"share_within_group\": 0.2417234381500163}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.68733798830261039\", \"total_measure\": 0.0010612407128394378, \"share_within_group\": 0.24078651582254987}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71122504953343435\", \"total_measure\": 0.0010601230824073267, \"share_within_group\": 0.24053293495774752}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70915814106921238\", \"total_measure\": 0.0010572791496637243, \"share_within_group\": 0.23988767074173992}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.6982850952351114\", \"total_measure\": 0.0010559803863295313, \"share_within_group\": 0.23959299235790585}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71216960539131413\", \"total_measure\": 0.0010553478280195595, \"share_within_group\": 0.2394494702430172}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.7156035750841846\", \"total_measure\": 0.0010521966258376194, \"share_within_group\": 0.2387344891978482}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70302547678955063\", \"total_measure\": 0.0010521547988240054, \"share_within_group\": 0.23872499900325475}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.68189085038546937\", \"total_measure\": 0.0010513255350776023, \"share_within_group\": 0.2385368460933837}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67773634764453172\", \"total_measure\": 0.0010478497390043436, \"share_within_group\": 0.23774821744762584}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67922182443931123\", \"total_measure\": 0.0010463530346050494, \"share_within_group\": 0.23740862791514541}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.6866583518672178\", \"total_measure\": 0.0010451151078447233, \"share_within_group\": 0.2371277528338786}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67492665789274853\", \"total_measure\": 0.001037998078093335, \"share_within_group\": 0.23551295915313383}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.69273418056254199\", \"total_measure\": 0.0010345800900008187, \"share_within_group\": 0.23473744664785315}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70594340565995983\", \"total_measure\": 0.0010334242528461334, \"share_within_group\": 0.23447519700178532}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.67901847839668117\", \"total_measure\": 0.0010326410685262636, \"share_within_group\": 0.23429749912292827}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71779066699972149\", \"total_measure\": 0.0010293573022924234, \"share_within_group\": 0.23355244041885106}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.66670151809103351\", \"total_measure\": 0.001027839859195678, \"share_within_group\": 0.2332081454518339}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.66944605526335044\", \"total_measure\": 0.0010253026344556114, \"share_within_group\": 0.23263247068019346}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71690662672639727\", \"total_measure\": 0.0010245158670573354, \"share_within_group\": 0.23245395983123934}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 79.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17e32c8f29b29c73fbc1ddfd45cbbd5619de013f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:36:10.498593+00:00", + "ended_at": "2026-05-19T15:36:26.215674+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_b2768c9e6e893a70", + "problem_id": "v2p_n10_33468b8fb2462dad", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor2.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor2", + "item_col": "ShapeFactor3", + "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": 0.001996, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b2768c9e6e893a70.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b2768c9e6e893a70", + "api_calls": 0, + "input_tokens": 15510, + "cached_input_tokens": 14720, + "output_tokens": 658, + "total_tokens": 16168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15630.84, + "sql_execution_elapsed_ms_total": 79.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b0ed606bd1cfeb843456cf159db97b2e630cba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:26.133677+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15630.84, "started_at": "2026-05-19T15:36:10.501281+00:00", "ended_at": "2026-05-19T15:36:26.132156+00:00", "prompt_metrics": {"chars": 11321, "bytes_utf8": 11321, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 621, "bytes_utf8": 621, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15510, "cached_input_tokens": 14720, "output_tokens": 658, "reasoning_output_tokens": 489}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor3\\\",\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor2\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"Class\\\", item_col=\\\"ShapeFactor3\\\", and measure_col=\\\"ShapeFactor2\\\". CAST to REAL is required because numeric fields are stored as TEXT in the SQLite schema snapshot.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0296d597dd7c636f9a3aa9c5be4be36b838d8403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b2768c9e6e893a70", + "api_calls": 0, + "input_tokens": 15510, + "cached_input_tokens": 14720, + "output_tokens": 658, + "total_tokens": 16168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15630.84, + "sql_execution_elapsed_ms_total": 79.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b2768c9e6e893a70/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb524fb21273a394116a2bf7f763750c61180775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b74f5fb6fba942d9 +-- problem_id: v2p_n10_7e3bd9b47a22711e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Solidity", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "Solidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..471ba620ba6c5f015f552c3ed94db5c3b6475a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_b74f5fb6fba942d9\n-- problem_id: v2p_n10_7e3bd9b47a22711e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Solidity\",\n COUNT(*) AS support,\n AVG(\"MinorAxisLength\") AS avg_response\nFROM \"n10\"\nGROUP BY \"Solidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_b74f5fb6fba942d9\\n-- problem_id: v2p_n10_7e3bd9b47a22711e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Solidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MinorAxisLength\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Solidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Solidity\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60166923bcecb98a2c8a505fd3253410cc65012b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.925824+00:00", + "ended_at": "2026-05-19T16:05:40.938206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_b74f5fb6fba942d9", + "problem_id": "v2p_n10_7e3bd9b47a22711e", + "dataset_id": "n10", + "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=MinorAxisLength, key_col=Solidity.", + "bindings": { + "key_col": "Solidity", + "measure_col": "MinorAxisLength", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b74f5fb6fba942d9.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b74f5fb6fba942d9/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..276ceb9b3a276a7ef9cf23f3aabb7d54bd106477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b87810eb8849cca2 +-- problem_id: v2p_n10_8cf2bbc022e3a18b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ShapeFactor1", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "ShapeFactor1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da167135dc2d6ce17ef51793772339905d544163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_b87810eb8849cca2\n-- problem_id: v2p_n10_8cf2bbc022e3a18b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ShapeFactor1\",\n COUNT(*) AS support,\n AVG(\"Perimeter\") AS avg_response\nFROM \"n10\"\nGROUP BY \"ShapeFactor1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_b87810eb8849cca2\\n-- problem_id: v2p_n10_8cf2bbc022e3a18b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ShapeFactor1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Perimeter\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"ShapeFactor1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ShapeFactor1\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..983b40627653f3e8f3f6b9d735430399475d7368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.949441+00:00", + "ended_at": "2026-05-19T16:05:40.961563+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_b87810eb8849cca2", + "problem_id": "v2p_n10_8cf2bbc022e3a18b", + "dataset_id": "n10", + "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=Perimeter, key_col=ShapeFactor1.", + "bindings": { + "key_col": "ShapeFactor1", + "measure_col": "Perimeter", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b87810eb8849cca2.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b87810eb8849cca2/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..615624aa50c10a0a0cacdb8659a639991645f16d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/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=Class, measure_col=ConvexArea. +Result preview: [{"Class": "BOMBAY", "avg_measure": 175813.11685823754}, {"Class": "CALI", "avg_measure": 76688.50306748466}, {"Class": "BARBUNYA", "avg_measure": 71025.72919818456}, {"Class": "HOROZ", "avg_measure": 54440.09180497925}, {"Class": "SIRA", "avg_measure": 45273.0997723824}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e24c475bc952696119f3bb2561a64b62b0c25d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b952d778fee8a425 +-- problem_id: v2p_n10_0248ecd2a588f59b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("ConvexArea" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc9875e878dc57906cace28a6383c3c34859be41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/query_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 \"Class\",\n AVG(CAST(\"ConvexArea\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"ConvexArea\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 175813.11685823754}, {\"Class\": \"CALI\", \"avg_measure\": 76688.50306748466}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 71025.72919818456}, {\"Class\": \"HOROZ\", \"avg_measure\": 54440.09180497925}, {\"Class\": \"SIRA\", \"avg_measure\": 45273.0997723824}, {\"Class\": \"SEKER\", \"avg_measure\": 40269.56734089788}, {\"Class\": \"DERMASON\", \"avg_measure\": 32498.435138183868}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7b63c619769e44b8ab816745721838e3adae3ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:42:45.452492+00:00", + "ended_at": "2026-05-19T15:42:53.320643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_b952d778fee8a425", + "problem_id": "v2p_n10_0248ecd2a588f59b", + "dataset_id": "n10", + "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=Class, measure_col=ConvexArea.", + "bindings": { + "group_col": "Class", + "measure_col": "ConvexArea", + "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": 62294.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b952d778fee8a425.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b952d778fee8a425", + "api_calls": 0, + "input_tokens": 15402, + "cached_input_tokens": 14720, + "output_tokens": 261, + "total_tokens": 15663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7837.02, + "sql_execution_elapsed_ms_total": 25.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d16ce91cc70deb767bba1a1227510d147c9c7988 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:53.293368+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7837.02, "started_at": "2026-05-19T15:42:45.455587+00:00", "ended_at": "2026-05-19T15:42:53.292633+00:00", "prompt_metrics": {"chars": 10986, "bytes_utf8": 10986, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15402, "cached_input_tokens": 14720, "output_tokens": 261, "reasoning_output_tokens": 158}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"ConvexArea\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"ConvexArea\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c23a47bb0b14f0d685853d08992d403566d142da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b952d778fee8a425", + "api_calls": 0, + "input_tokens": 15402, + "cached_input_tokens": 14720, + "output_tokens": 261, + "total_tokens": 15663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7837.02, + "sql_execution_elapsed_ms_total": 25.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b952d778fee8a425/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7239a0dec3838665508c756f08d193b252cef69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/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=Class, measure_col=Area. +Result preview: [{"Class": "BOMBAY", "avg_measure": 173485.05938697318}, {"Class": "CALI", "avg_measure": 75538.21104294478}, {"Class": "BARBUNYA", "avg_measure": 69804.13313161876}, {"Class": "HOROZ", "avg_measure": 53648.508817427384}, {"Class": "SIRA", "avg_measure": 44729.12860394537}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfb41fcf5f5b576f0d31305b6d2f32264aa00fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b9ede2379e1d7225 +-- problem_id: v2p_n10_a2dddb8d30d8a410 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Area" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a60593ef50523e5edc927fa925565588a422287 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/query_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 \"Class\",\n AVG(CAST(\"Area\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Area\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 173485.05938697318}, {\"Class\": \"CALI\", \"avg_measure\": 75538.21104294478}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 69804.13313161876}, {\"Class\": \"HOROZ\", \"avg_measure\": 53648.508817427384}, {\"Class\": \"SIRA\", \"avg_measure\": 44729.12860394537}, {\"Class\": \"SEKER\", \"avg_measure\": 39881.299950666005}, {\"Class\": \"DERMASON\", \"avg_measure\": 32118.710941906375}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..823b29b218b35a13aa122e96f89a2364fe512005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:40:35.218178+00:00", + "ended_at": "2026-05-19T15:40:42.718539+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_b9ede2379e1d7225", + "problem_id": "v2p_n10_a2dddb8d30d8a410", + "dataset_id": "n10", + "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=Class, measure_col=Area.", + "bindings": { + "group_col": "Class", + "measure_col": "Area", + "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": 52697.4, + "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=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b9ede2379e1d7225.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b9ede2379e1d7225", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 14720, + "output_tokens": 247, + "total_tokens": 15644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7458.4, + "sql_execution_elapsed_ms_total": 35.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba768517a33653f76857361ef404d1b7183af907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:42.680716+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7458.4, "started_at": "2026-05-19T15:40:35.221282+00:00", "ended_at": "2026-05-19T15:40:42.679709+00:00", "prompt_metrics": {"chars": 10973, "bytes_utf8": 10973, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15397, "cached_input_tokens": 14720, "output_tokens": 247, "reasoning_output_tokens": 149}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Area\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"Area\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6087528f840926199a3ec576fb0c30ea73ca4510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_b9ede2379e1d7225", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 14720, + "output_tokens": 247, + "total_tokens": 15644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7458.4, + "sql_execution_elapsed_ms_total": 35.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_b9ede2379e1d7225/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7d85f2801db7d155fbe0d87e2da00c774ed79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/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=Class, condition_col=Class. +Result preview: [{"Class": "SIRA", "condition_ratio": 0.0}, {"Class": "BARBUNYA", "condition_ratio": null}, {"Class": "BOMBAY", "condition_ratio": null}, {"Class": "CALI", "condition_ratio": null}, {"Class": "DERMASON", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0eae0bdb7bfe4ea45fbea0e791148e9e0aafdf99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bb98b16fe150fc5d +-- problem_id: v2p_n10_043f7a3018a6bfe0 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7558bf4dfd72b87eac3856e8d2c7dc4f4828cd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/query_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 \"Class\",\n SUM(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"Class\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n10\"\n GROUP BY \"Class\"\n)\nSELECT \"Class\",\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 \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"Class\", \"condition_ratio\"], \"rows\": [{\"Class\": \"SIRA\", \"condition_ratio\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_ratio\": null}, {\"Class\": \"BOMBAY\", \"condition_ratio\": null}, {\"Class\": \"CALI\", \"condition_ratio\": null}, {\"Class\": \"DERMASON\", \"condition_ratio\": null}, {\"Class\": \"HOROZ\", \"condition_ratio\": null}, {\"Class\": \"SEKER\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc92914ea32c9ac0b0da66a8927bd2c2636b9193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:39:25.842218+00:00", + "ended_at": "2026-05-19T15:39:38.970540+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_bb98b16fe150fc5d", + "problem_id": "v2p_n10_043f7a3018a6bfe0", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 279.446467, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bb98b16fe150fc5d.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bb98b16fe150fc5d", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 14720, + "output_tokens": 701, + "total_tokens": 16301, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13105.09, + "sql_execution_elapsed_ms_total": 13.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50a18c389855306d2b61d244cc6a531865c5a6ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:38.953773+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13105.09, "started_at": "2026-05-19T15:39:25.847121+00:00", "ended_at": "2026-05-19T15:39:38.952256+00:00", "prompt_metrics": {"chars": 11715, "bytes_utf8": 11715, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 714, "bytes_utf8": 714, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15600, "cached_input_tokens": 14720, "output_tokens": 701, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"Class\\\",\\n SUM(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"Class\\\" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n)\\nSELECT \\\"Class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped ratio template with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\", comparing positive_value='DERMASON' against negative_value='SIRA'. NULLIF preserves SQLite compatibility by avoiding division by zero.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06688e713f8ce1577369af1c62b53e3294c9ea39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bb98b16fe150fc5d", + "api_calls": 0, + "input_tokens": 15600, + "cached_input_tokens": 14720, + "output_tokens": 701, + "total_tokens": 16301, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13105.09, + "sql_execution_elapsed_ms_total": 13.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bb98b16fe150fc5d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed8e71466f69b3bda5aee3b365f796e856278885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Class. +Result preview: [{"Class": "BOMBAY", "support": 522}, {"Class": "BARBUNYA", "support": 1322}, {"Class": "CALI", "support": 1630}, {"Class": "HOROZ", "support": 1928}, {"Class": "SEKER", "support": 2027}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b06ce8d73ec3bb7c2a495b62a98ce2e1610e739a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_bd10325486b0edde +-- problem_id: v2p_n10_f08496a0e5848a69 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e289b35a123688f18535d83695bd349dd90615cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/query_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_low_support_group_count_v2\nSELECT\n \"Class\",\n COUNT(*) AS support\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY support ASC, \"Class\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 19;\", \"columns\": [\"Class\", \"support\"], \"rows\": [{\"Class\": \"BOMBAY\", \"support\": 522}, {\"Class\": \"BARBUNYA\", \"support\": 1322}, {\"Class\": \"CALI\", \"support\": 1630}, {\"Class\": \"HOROZ\", \"support\": 1928}, {\"Class\": \"SEKER\", \"support\": 2027}, {\"Class\": \"SIRA\", \"support\": 2636}, {\"Class\": \"DERMASON\", \"support\": 3546}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..baebba8118c6267e543f9d0348bcaade779c00b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:02:18.146897+00:00", + "ended_at": "2026-05-19T16:02:26.353594+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_bd10325486b0edde", + "problem_id": "v2p_n10_f08496a0e5848a69", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "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 Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.007271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bd10325486b0edde.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bd10325486b0edde", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 12032, + "output_tokens": 260, + "total_tokens": 15657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8197.5, + "sql_execution_elapsed_ms_total": 5.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a24406c6d6896c9d2f634b8306b479d059385d8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:26.347133+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8197.5, "started_at": "2026-05-19T16:02:18.148910+00:00", "ended_at": "2026-05-19T16:02:26.346436+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15397, "cached_input_tokens": 12032, "output_tokens": 260, "reasoning_output_tokens": 168}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS support\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY support ASC, \\\"Class\\\"\\nLIMIT 19;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"Class\\\" to return the least-supported class groups in ascending support order.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4771d1dbf5a99d070e1437d39e4d53687ed2256d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bd10325486b0edde", + "api_calls": 0, + "input_tokens": 15397, + "cached_input_tokens": 12032, + "output_tokens": 260, + "total_tokens": 15657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8197.5, + "sql_execution_elapsed_ms_total": 5.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bd10325486b0edde/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9384ec57c1745eefafbd2599a20983ab455fd03d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/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=Class, measure_col=MinorAxisLength. +Result preview: [{"Class": "BOMBAY", "avg_measure": 374.35254691431345}, {"Class": "BARBUNYA", "avg_measure": 240.30935208864884}, {"Class": "CALI", "avg_measure": 236.37061625260193}, {"Class": "SEKER", "avg_measure": 201.90965281612247}, {"Class": "SIRA", "avg_measure": 190.80024979819026}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dc4e622f1546286fc760e4871981c7b1e18e804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bf168afbdada69ed +-- problem_id: v2p_n10_0753093696d15ab7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("MinorAxisLength" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +WHERE "Class" IS NOT NULL + AND NULLIF("MinorAxisLength", '') IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fb647bdfae9072a6c2430a882f3640990bf9d31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/query_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\n \"Class\",\n AVG(CAST(\"MinorAxisLength\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nWHERE \"Class\" IS NOT NULL\n AND NULLIF(\"MinorAxisLength\", '') IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"MinorAxisLength\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nWHERE \\\"Class\\\" IS NOT NULL\\n AND NULLIF(\\\"MinorAxisLength\\\", '') IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"BOMBAY\", \"avg_measure\": 374.35254691431345}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 240.30935208864884}, {\"Class\": \"CALI\", \"avg_measure\": 236.37061625260193}, {\"Class\": \"SEKER\", \"avg_measure\": 201.90965281612247}, {\"Class\": \"SIRA\", \"avg_measure\": 190.80024979819026}, {\"Class\": \"HOROZ\", \"avg_measure\": 184.17066285989227}, {\"Class\": \"DERMASON\", \"avg_measure\": 165.6571430385309}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ba9b2df362f0e26318a07cb20a832bbfa2670e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:41:43.976542+00:00", + "ended_at": "2026-05-19T15:42:05.870833+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_bf168afbdada69ed", + "problem_id": "v2p_n10_0753093696d15ab7", + "dataset_id": "n10", + "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=Class, measure_col=MinorAxisLength.", + "bindings": { + "group_col": "Class", + "measure_col": "MinorAxisLength", + "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": 203.083773, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf168afbdada69ed.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bf168afbdada69ed", + "api_calls": 0, + "input_tokens": 15401, + "cached_input_tokens": 14720, + "output_tokens": 550, + "total_tokens": 15951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21849.82, + "sql_execution_elapsed_ms_total": 38.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c83b31eef6e932fb7d3c04d6b25625fc09201913 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:05.830165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21849.82, "started_at": "2026-05-19T15:41:43.979216+00:00", "ended_at": "2026-05-19T15:42:05.829061+00:00", "prompt_metrics": {"chars": 10999, "bytes_utf8": 10999, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15401, "cached_input_tokens": 14720, "output_tokens": 550, "reasoning_output_tokens": 412}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"Class\\\",\\n AVG(CAST(\\\"MinorAxisLength\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nWHERE \\\"Class\\\" IS NOT NULL\\n AND NULLIF(\\\"MinorAxisLength\\\", '') IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested window-partition-average template with group_col=\\\"Class\\\" and measure_col=\\\"MinorAxisLength\\\". CAST is applied because the schema stores numeric-looking values as TEXT, and NULL/empty values are filtered for a stable result.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f12a53e9cf8e4d3beb766335495364eb438d8a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bf168afbdada69ed", + "api_calls": 0, + "input_tokens": 15401, + "cached_input_tokens": 14720, + "output_tokens": 550, + "total_tokens": 15951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21849.82, + "sql_execution_elapsed_ms_total": 38.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf168afbdada69ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..731f306b6a5fe55cdff5517d6a20a930a0d4b9b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/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=Class, condition_col=Class. +Result preview: [{"Class": "DERMASON", "condition_rate": 1.0}, {"Class": "SIRA", "condition_rate": 0.0}, {"Class": "SEKER", "condition_rate": 0.0}, {"Class": "HOROZ", "condition_rate": 0.0}, {"Class": "CALI", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d686e074b4ab09a6da597ac95692eb5e141938f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bf4adb333a082b92 +-- problem_id: v2p_n10_bffc0368243e2755 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..747d6fe03b096aa2d8599777b42b1e82f57fd37e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/query_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 \"Class\",\n AVG(CASE WHEN \"Class\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Class\", \"condition_rate\"], \"rows\": [{\"Class\": \"DERMASON\", \"condition_rate\": 1.0}, {\"Class\": \"SIRA\", \"condition_rate\": 0.0}, {\"Class\": \"SEKER\", \"condition_rate\": 0.0}, {\"Class\": \"HOROZ\", \"condition_rate\": 0.0}, {\"Class\": \"CALI\", \"condition_rate\": 0.0}, {\"Class\": \"BOMBAY\", \"condition_rate\": 0.0}, {\"Class\": \"BARBUNYA\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ce450b3ad13c4082febf0a0918413ad96c4cab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:58:29.311887+00:00", + "ended_at": "2026-05-19T15:58:39.239956+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_bf4adb333a082b92", + "problem_id": "v2p_n10_bffc0368243e2755", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 1.707109, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf4adb333a082b92.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bf4adb333a082b92", + "api_calls": 0, + "input_tokens": 15453, + "cached_input_tokens": 14720, + "output_tokens": 288, + "total_tokens": 15741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9917.29, + "sql_execution_elapsed_ms_total": 6.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2313ac4f01207ca152618fd26a0a4f9ef99d9194 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:39.232190+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9917.29, "started_at": "2026-05-19T15:58:29.314031+00:00", "ended_at": "2026-05-19T15:58:39.231347+00:00", "prompt_metrics": {"chars": 11158, "bytes_utf8": 11158, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15453, "cached_input_tokens": 14720, "output_tokens": 288, "reasoning_output_tokens": 159}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Class\\\",\\n AVG(CASE WHEN \\\"Class\\\" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"Class\\\" and condition_col=\\\"Class\\\". Because the grouping column and condition column are the same, the result will be 1.0 for the DERMASON group and 0.0 for all other classes.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af1848beadba4d02cdea1cf9c481dabd9ab270e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bf4adb333a082b92", + "api_calls": 0, + "input_tokens": 15453, + "cached_input_tokens": 14720, + "output_tokens": 288, + "total_tokens": 15741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9917.29, + "sql_execution_elapsed_ms_total": 6.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bf4adb333a082b92/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a693456f8829af5af057aecb588b840fb63aa857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=Compactness. +Result preview: [{"Class": "DERMASON", "group_value": 2904.5641991076677}, {"Class": "SIRA", "group_value": 2101.8005223567916}, {"Class": "SEKER", "group_value": 1817.89676814721}, {"Class": "HOROZ", "group_value": 1351.2975228338541}, {"Class": "CALI", "group_value": 1233.4260189432518}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fddd24268cef362dd9b052f378e5ad028d795efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_bffb3c5e96642b61 +-- problem_id: v2p_n10_5a2b5fe963f62111 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3ce615e9f5c8487bacb88ffe5cc9ea1bccd78f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"Compactness\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Compactness\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 2904.5641991076677}, {\"Class\": \"SIRA\", \"group_value\": 2101.8005223567916}, {\"Class\": \"SEKER\", \"group_value\": 1817.89676814721}, {\"Class\": \"HOROZ\", \"group_value\": 1351.2975228338541}, {\"Class\": \"CALI\", \"group_value\": 1233.4260189432518}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a03b4ea6fc4282e9b62b9ba0cc3c327d9d922169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:46:54.906801+00:00", + "ended_at": "2026-05-19T15:47:06.925791+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_bffb3c5e96642b61", + "problem_id": "v2p_n10_5a2b5fe963f62111", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=Compactness.", + "bindings": { + "group_col": "Class", + "measure_col": "Compactness", + "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": 0.83427, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bffb3c5e96642b61.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bffb3c5e96642b61", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 407, + "total_tokens": 15933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11994.38, + "sql_execution_elapsed_ms_total": 16.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97f5ce30501e71398f2749c71fac8bea6694c07b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:06.906262+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11994.38, "started_at": "2026-05-19T15:46:54.910111+00:00", "ended_at": "2026-05-19T15:47:06.904537+00:00", "prompt_metrics": {"chars": 11457, "bytes_utf8": 11457, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 624, "bytes_utf8": 624, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15526, "cached_input_tokens": 14720, "output_tokens": 407, "reasoning_output_tokens": 244}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Compactness\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"Class\\\" and measure_col=\\\"Compactness\\\". Cast \\\"Compactness\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e530898aa2fc8658f22f5911a02c6549353c92a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_bffb3c5e96642b61", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 407, + "total_tokens": 15933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11994.38, + "sql_execution_elapsed_ms_total": 16.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_bffb3c5e96642b61/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a31eadecd7cd3c56332a3af59723b141316c11a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor3. +Result preview: [{"Class": "DERMASON", "group_value": 2381.621846444045}, {"Class": "SIRA", "group_value": 1677.4403304110092}, {"Class": "SEKER", "group_value": 1632.0363727160782}, {"Class": "HOROZ", "group_value": 948.1730706641565}, {"Class": "CALI", "group_value": 934.0261403928631}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..156fb270270d6f4bdeadfcdf63efb0249c04ae45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_c356cfa58eceab15 +-- problem_id: v2p_n10_3975b43991795959 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor3" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0838f593f316655ca1381f0b7d72abfd9c511c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"ShapeFactor3\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 2381.621846444045}, {\"Class\": \"SIRA\", \"group_value\": 1677.4403304110092}, {\"Class\": \"SEKER\", \"group_value\": 1632.0363727160782}, {\"Class\": \"HOROZ\", \"group_value\": 948.1730706641565}, {\"Class\": \"CALI\", \"group_value\": 934.0261403928631}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5226947682ce9f613a6f117e1ccbb22fa9f31672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:48:11.752864+00:00", + "ended_at": "2026-05-19T15:48:36.247282+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_c356cfa58eceab15", + "problem_id": "v2p_n10_3975b43991795959", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=ShapeFactor3.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor3", + "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": 0.696006, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c356cfa58eceab15.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_c356cfa58eceab15", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 461, + "total_tokens": 15987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24465.29, + "sql_execution_elapsed_ms_total": 22.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f17535144373dadd80a2d0d4be79911220ef355 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:36.222574+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24465.29, "started_at": "2026-05-19T15:48:11.755552+00:00", "ended_at": "2026-05-19T15:48:36.220875+00:00", "prompt_metrics": {"chars": 11459, "bytes_utf8": 11459, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 612, "bytes_utf8": 612, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15526, "cached_input_tokens": 14720, "output_tokens": 461, "reasoning_output_tokens": 299}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"ShapeFactor3\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"Class\\\" and measure_col=\\\"ShapeFactor3\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f559f0ec42dbdbec7bb89ff96be3a3e8fc4798e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_c356cfa58eceab15", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 461, + "total_tokens": 15987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24465.29, + "sql_execution_elapsed_ms_total": 22.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_c356cfa58eceab15/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b3cc8b0a792499da41825d895f7a67712dcae5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor1. +Result preview: [{"Class": "BOMBAY", "ShapeFactor2": "9.2727736965977892E-4", "total_measure": 0.003970691177744604, "share_within_group": 0.22098861364619268}, {"Class": "BOMBAY", "ShapeFactor2": "1.2397875137779369E-3", "total_measure": 0.003959170342964, "share_within_group": 0.2203474221779459}, {"Class": "BOMBAY", "ShapeFactor2": "1.0005850463992944E-3", "total_measure": 0.003934068313492921, "share_within_group": 0.21895037001644527}, {"Class": "BOMBAY", "ShapeFactor2": "8.7347213474000933E-4", "total_measure": 0.003916280884561722, "share_within_group": 0.21796041157246762}, {"Class": "BOMBAY", "ShapeFactor2": "9.3507491053213291E-4", "total_measure": 0.003900373337493353, "share_within_group": 0.2170750778570546}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2228737a5c84a9a1e603ee246b69c3e03a57dd67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_cdc9c25da1be4002 +-- problem_id: v2p_n10_5940957d1c6301aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor2", + SUM(CAST("ShapeFactor1" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor1" AS REAL)) * 100.0 / + SUM(SUM(CAST("ShapeFactor1" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3886bcdc0738da3907e0b3ca6e8408b5ef79e168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"ShapeFactor2\",\n SUM(CAST(\"ShapeFactor1\" AS REAL)) AS total_measure,\n SUM(CAST(\"ShapeFactor1\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"ShapeFactor1\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"ShapeFactor2\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor2\\\",\\n SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"ShapeFactor1\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor2\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Class\", \"ShapeFactor2\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.2727736965977892E-4\", \"total_measure\": 0.003970691177744604, \"share_within_group\": 0.22098861364619268}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.2397875137779369E-3\", \"total_measure\": 0.003959170342964, \"share_within_group\": 0.2203474221779459}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0005850463992944E-3\", \"total_measure\": 0.003934068313492921, \"share_within_group\": 0.21895037001644527}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.7347213474000933E-4\", \"total_measure\": 0.003916280884561722, \"share_within_group\": 0.21796041157246762}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.3507491053213291E-4\", \"total_measure\": 0.003900373337493353, \"share_within_group\": 0.2170750778570546}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.6014726981787916E-4\", \"total_measure\": 0.0038940127529679762, \"share_within_group\": 0.21672107985184058}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.6253526742860785E-4\", \"total_measure\": 0.003865808703488191, \"share_within_group\": 0.2151513849260099}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.4512023789333429E-4\", \"total_measure\": 0.0038644300858689633, \"share_within_group\": 0.2150746580331886}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.6548568818361131E-4\", \"total_measure\": 0.003863571265323375, \"share_within_group\": 0.21502686041981484}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.8995773611270993E-4\", \"total_measure\": 0.0038537591024935067, \"share_within_group\": 0.2144807650012648}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.3708384817855139E-4\", \"total_measure\": 0.0038438669448367106, \"share_within_group\": 0.21393021747472898}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"6.4971889874967925E-4\", \"total_measure\": 0.00384310139741966, \"share_within_group\": 0.21388761097253542}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.0402996273386299E-4\", \"total_measure\": 0.0038182724613310677, \"share_within_group\": 0.21250575780921677}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.3478293015533638E-4\", \"total_measure\": 0.003808002604013701, \"share_within_group\": 0.2119341894274626}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0817286242049708E-3\", \"total_measure\": 0.0037998094402857995, \"share_within_group\": 0.2114781993208148}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.6839641388567926E-4\", \"total_measure\": 0.003786986539203651, \"share_within_group\": 0.21076454141940232}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.7967394409466022E-4\", \"total_measure\": 0.003786600624402126, \"share_within_group\": 0.2107430633509359}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.2881544940003812E-4\", \"total_measure\": 0.003780015039637288, \"share_within_group\": 0.21037654296894598}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.7926639979428244E-4\", \"total_measure\": 0.0037797233810103756, \"share_within_group\": 0.21036031072303862}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.933595812041545E-4\", \"total_measure\": 0.0037670745008910695, \"share_within_group\": 0.20965633794937907}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.072330757647386E-3\", \"total_measure\": 0.0037637248655441142, \"share_within_group\": 0.20946991416611108}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.1746349822989084E-3\", \"total_measure\": 0.0037609579107919394, \"share_within_group\": 0.2093159194414314}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"6.6359129759421636E-4\", \"total_measure\": 0.003760837411240059, \"share_within_group\": 0.2093092130450578}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0653700973910563E-3\", \"total_measure\": 0.0037598784926611167, \"share_within_group\": 0.20925584448077666}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.3701848456016004E-4\", \"total_measure\": 0.003759597755937215, \"share_within_group\": 0.20924022009282067}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.7627151593280849E-4\", \"total_measure\": 0.003758335743904714, \"share_within_group\": 0.20916998287794222}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.2187547422403039E-4\", \"total_measure\": 0.0037550664302746805, \"share_within_group\": 0.20898802939570588}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.3956193800786519E-4\", \"total_measure\": 0.003755027270072793, \"share_within_group\": 0.20898584993668026}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.6749102242062461E-4\", \"total_measure\": 0.003752851140152081, \"share_within_group\": 0.2088647375376633}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.0103766061067972E-4\", \"total_measure\": 0.0037495498809298135, \"share_within_group\": 0.20868100612513124}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0278398591956779E-3\", \"total_measure\": 0.0037487182858649713, \"share_within_group\": 0.20863472374449069}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.2814885865121433E-4\", \"total_measure\": 0.0037485214434214965, \"share_within_group\": 0.20862376848840478}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.4229411700720844E-4\", \"total_measure\": 0.0037479335733592144, \"share_within_group\": 0.2085910506102691}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.9242625145459211E-4\", \"total_measure\": 0.0037470788805426605, \"share_within_group\": 0.20854348272544285}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.1103306000276346E-4\", \"total_measure\": 0.0037446513358204534, \"share_within_group\": 0.20840837784855606}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.13880081545489E-3\", \"total_measure\": 0.0037428959658333083, \"share_within_group\": 0.20831068282204038}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.7266931531423308E-4\", \"total_measure\": 0.003742539473904503, \"share_within_group\": 0.20829084228204467}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.1281748750605774E-3\", \"total_measure\": 0.003741879220311864, \"share_within_group\": 0.20825409590224306}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.0648932427902476E-4\", \"total_measure\": 0.003737871124809423, \"share_within_group\": 0.2080310255528262}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.4543006723587003E-4\", \"total_measure\": 0.0037378693767264218, \"share_within_group\": 0.20803092826335648}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.7547214054698727E-4\", \"total_measure\": 0.003737073800950783, \"share_within_group\": 0.20798665053440737}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.7617865278601977E-4\", \"total_measure\": 0.003733833687872234, \"share_within_group\": 0.2078063222073648}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.3086661614299841E-4\", \"total_measure\": 0.0037268844466158356, \"share_within_group\": 0.2074195625420068}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.1637214557003606E-4\", \"total_measure\": 0.0037259733818554236, \"share_within_group\": 0.2073688572795392}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.7205655809445022E-4\", \"total_measure\": 0.0037196373305589986, \"share_within_group\": 0.20701622466992298}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"6.5012517645108051E-4\", \"total_measure\": 0.0037187960517618703, \"share_within_group\": 0.20696940334165917}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.3005449921746061E-4\", \"total_measure\": 0.0037145561226272356, \"share_within_group\": 0.20673343030334468}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.4300746714116174E-4\", \"total_measure\": 0.0037104606689760426, \"share_within_group\": 0.20650549804064391}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0253026344556114E-3\", \"total_measure\": 0.0037088659506037697, \"share_within_group\": 0.20641674407150623}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.928063854091897E-4\", \"total_measure\": 0.003706278065866989, \"share_within_group\": 0.20627271547934}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 67.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00e30349c1e289ef911ca607eeeaedc9f77ab754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:35:19.789725+00:00", + "ended_at": "2026-05-19T15:35:29.044826+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_cdc9c25da1be4002", + "problem_id": "v2p_n10_5940957d1c6301aa", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Class, measure_col=ShapeFactor1.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor1", + "item_col": "ShapeFactor2", + "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": 0.007271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdc9c25da1be4002.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_cdc9c25da1be4002", + "api_calls": 0, + "input_tokens": 15510, + "cached_input_tokens": 12032, + "output_tokens": 428, + "total_tokens": 15938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9181.69, + "sql_execution_elapsed_ms_total": 67.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea8a1edf142ab56bd783999c6ab17ff65cc48040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:28.975233+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9181.69, "started_at": "2026-05-19T15:35:19.792551+00:00", "ended_at": "2026-05-19T15:35:28.974269+00:00", "prompt_metrics": {"chars": 11319, "bytes_utf8": 11319, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15510, "cached_input_tokens": 12032, "output_tokens": 428, "reasoning_output_tokens": 253}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor2\\\",\\n SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"ShapeFactor1\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"ShapeFactor2\\\", and measure_col=\\\"ShapeFactor1\\\". Casts \\\"ShapeFactor1\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da04bafa9f4e392a4d42cd39afd6175b269c4e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_cdc9c25da1be4002", + "api_calls": 0, + "input_tokens": 15510, + "cached_input_tokens": 12032, + "output_tokens": 428, + "total_tokens": 15938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9181.69, + "sql_execution_elapsed_ms_total": 67.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdc9c25da1be4002/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..debb6a61a7aa583d82df44ae68c9d46ab6b48a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/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=Class. +Result preview: [{"Class": "DERMASON", "row_count": 3546}, {"Class": "SIRA", "row_count": 2636}, {"Class": "SEKER", "row_count": 2027}, {"Class": "HOROZ", "row_count": 1928}, {"Class": "CALI", "row_count": 1630}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db4bd565dad2570ab49415475ab82576f8b7973b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_cdf63f60931deddc +-- problem_id: v2p_n10_ea54eceb75756674 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n10" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39d613d0fddf5ecf3d3f4cddf63487dfaf96403e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/query_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 \"Class\", COUNT(*) AS \"row_count\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"Class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"Class\", \"row_count\"], \"rows\": [{\"Class\": \"DERMASON\", \"row_count\": 3546}, {\"Class\": \"SIRA\", \"row_count\": 2636}, {\"Class\": \"SEKER\", \"row_count\": 2027}, {\"Class\": \"HOROZ\", \"row_count\": 1928}, {\"Class\": \"CALI\", \"row_count\": 1630}, {\"Class\": \"BARBUNYA\", \"row_count\": 1322}, {\"Class\": \"BOMBAY\", \"row_count\": 522}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4210604077255ad9c0f30ac3019eeb3a560c0116 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:32:22.636205+00:00", + "ended_at": "2026-05-19T15:32:35.958867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_cdf63f60931deddc", + "problem_id": "v2p_n10_ea54eceb75756674", + "dataset_id": "n10", + "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=Class.", + "bindings": { + "group_col": "Class", + "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": 61332.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdf63f60931deddc.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_cdf63f60931deddc", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 12032, + "output_tokens": 532, + "total_tokens": 15893, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13304.84, + "sql_execution_elapsed_ms_total": 10.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e40f6636316393572f04e6af69ea9c1bb26ae7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:35.945270+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13304.84, "started_at": "2026-05-19T15:32:22.639459+00:00", "ended_at": "2026-05-19T15:32:35.944331+00:00", "prompt_metrics": {"chars": 10806, "bytes_utf8": 10806, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15361, "cached_input_tokens": 12032, "output_tokens": 532, "reasoning_output_tokens": 457}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"Class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the grouped count template with \\\"Class\\\" as the category column to measure subgroup count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..750cce1cab3f2c2141633df52f6d9ba212cc3023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_cdf63f60931deddc", + "api_calls": 0, + "input_tokens": 15361, + "cached_input_tokens": 12032, + "output_tokens": 532, + "total_tokens": 15893, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13304.84, + "sql_execution_elapsed_ms_total": 10.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cdf63f60931deddc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bb417ba35319b95c1b9488df8e2d895eb788a17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=Extent. +Result preview: [{"Class": "DERMASON", "group_value": 2669.97175479932}, {"Class": "SIRA", "group_value": 1975.5363583206529}, {"Class": "SEKER", "group_value": 1564.1838618702911}, {"Class": "HOROZ", "group_value": 1361.9251143416818}, {"Class": "CALI", "group_value": 1237.093617855214}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f169f5f8f7bdf5cbc55ff79b532dd67532818855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_ce54082f17939842 +-- problem_id: v2p_n10_15bea66badf66488 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Extent" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bc0fd0ae471ae19156d7367c92b7707c10578e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"Extent\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Extent\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 2669.97175479932}, {\"Class\": \"SIRA\", \"group_value\": 1975.5363583206529}, {\"Class\": \"SEKER\", \"group_value\": 1564.1838618702911}, {\"Class\": \"HOROZ\", \"group_value\": 1361.9251143416818}, {\"Class\": \"CALI\", \"group_value\": 1237.093617855214}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a118bc4d4eb12bea1611d4e09bbcd934f9831088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:45:40.803192+00:00", + "ended_at": "2026-05-19T15:45:53.971502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_ce54082f17939842", + "problem_id": "v2p_n10_15bea66badf66488", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=Extent.", + "bindings": { + "group_col": "Class", + "measure_col": "Extent", + "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": 0.786851, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ce54082f17939842.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_ce54082f17939842", + "api_calls": 0, + "input_tokens": 15522, + "cached_input_tokens": 12032, + "output_tokens": 444, + "total_tokens": 15966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13138.12, + "sql_execution_elapsed_ms_total": 22.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa4b5ebe2397d336949722a095e8e759706747fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:53.945732+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13138.12, "started_at": "2026-05-19T15:45:40.806063+00:00", "ended_at": "2026-05-19T15:45:53.944218+00:00", "prompt_metrics": {"chars": 11447, "bytes_utf8": 11447, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 577, "bytes_utf8": 577, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15522, "cached_input_tokens": 12032, "output_tokens": 444, "reasoning_output_tokens": 288}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Extent\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"Class\\\" and measure_col=\\\"Extent\\\". Cast \\\"Extent\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81fcfc2fafc753ede6dbd7c4b7ebc21265150f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_ce54082f17939842", + "api_calls": 0, + "input_tokens": 15522, + "cached_input_tokens": 12032, + "output_tokens": 444, + "total_tokens": 15966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13138.12, + "sql_execution_elapsed_ms_total": 22.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ce54082f17939842/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc5bf0eba23457c617270617a0f7390c801e1bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=ShapeFactor2. +Result preview: [{"Class": "BOMBAY", "ShapeFactor3": "0.82140695504616934", "total_measure": 0.0015146642024813153, "share_within_group": 0.343664459480454}, {"Class": "BOMBAY", "ShapeFactor3": "0.7920677034035184", "total_measure": 0.0013130308042684827, "share_within_group": 0.2979155517710734}, {"Class": "BOMBAY", "ShapeFactor3": "0.80195392912900942", "total_measure": 0.0012457624142067007, "share_within_group": 0.2826529246667745}, {"Class": "BOMBAY", "ShapeFactor3": "0.71249472585675766", "total_measure": 0.0012397875137779369, "share_within_group": 0.2812972704412789}, {"Class": "BOMBAY", "ShapeFactor3": "0.75156139757431084", "total_measure": 0.0012202889212428718, "share_within_group": 0.27687320519089853}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f959c541c09ab84f2e0c25ee12c1bc03904009f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_cede9d7153033628 +-- problem_id: v2p_n10_7de7d711f41552e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor3", + SUM(CAST("ShapeFactor2" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor2" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor3" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c0b9e9fdd260f70168397b1866a4e4e11b242ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Class\", \"ShapeFactor3\",\n SUM(CAST(\"ShapeFactor2\" AS REAL)) AS total_measure,\n SUM(CAST(\"ShapeFactor2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ShapeFactor2\" AS REAL))) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM \"n10\"\nGROUP BY \"Class\", \"ShapeFactor3\"\nORDER BY share_within_group DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor3\\\",\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor2\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor3\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\", \"columns\": [\"Class\", \"ShapeFactor3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.82140695504616934\", \"total_measure\": 0.0015146642024813153, \"share_within_group\": 0.343664459480454}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.7920677034035184\", \"total_measure\": 0.0013130308042684827, \"share_within_group\": 0.2979155517710734}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.80195392912900942\", \"total_measure\": 0.0012457624142067007, \"share_within_group\": 0.2826529246667745}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71249472585675766\", \"total_measure\": 0.0012397875137779369, \"share_within_group\": 0.2812972704412789}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.75156139757431084\", \"total_measure\": 0.0012202889212428718, \"share_within_group\": 0.27687320519089853}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.77038836825463319\", \"total_measure\": 0.0012195703144877246, \"share_within_group\": 0.2767101594137011}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.73531839958224188\", \"total_measure\": 0.0012000099358384806, \"share_within_group\": 0.27227207541811105}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71156134495578993\", \"total_measure\": 0.0011746349822989084, \"share_within_group\": 0.26651471370174323}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.77447823627569512\", \"total_measure\": 0.0011563513686182027, \"share_within_group\": 0.26236631684742023}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.71119288980663486\", \"total_measure\": 0.0011472909788408001, \"share_within_group\": 0.260310591261226}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70911365020901806\", \"total_measure\": 0.0011462135296929467, \"share_within_group\": 0.26006612718898603}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.75310466633003215\", \"total_measure\": 0.001145834283227042, \"share_within_group\": 0.25998007938281126}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.70231205875360581\", \"total_measure\": 0.00113880081545489, \"share_within_group\": 0.2583842452063449}, {\"Class\": \"BOMBAY\", \"ShapeFactor3\": \"0.6991227711254393\", \"total_measure\": 0.0011281748750605774, \"share_within_group\": 0.25597330946487784}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5b1e39210ffba666456f9113f992e1a2457beb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:35:53.562974+00:00", + "ended_at": "2026-05-19T15:36:10.498054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_cede9d7153033628", + "problem_id": "v2p_n10_7de7d711f41552e3", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=ShapeFactor2.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor2", + "item_col": "ShapeFactor3", + "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": 0.00217, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cede9d7153033628.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_cede9d7153033628", + "api_calls": 0, + "input_tokens": 15509, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 16202, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16855.56, + "sql_execution_elapsed_ms_total": 73.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68bbd7a91c0010bc8ed2c7dfc05b1943763c6119 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:10.422476+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16855.56, "started_at": "2026-05-19T15:35:53.565271+00:00", "ended_at": "2026-05-19T15:36:10.420868+00:00", "prompt_metrics": {"chars": 11313, "bytes_utf8": 11313, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15509, "cached_input_tokens": 12032, "output_tokens": 693, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Class\\\", \\\"ShapeFactor3\\\",\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ShapeFactor2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ShapeFactor2\\\" AS REAL))) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\", \\\"ShapeFactor3\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"ShapeFactor3\\\", and measure_col=\\\"ShapeFactor2\\\". Cast \\\"ShapeFactor2\\\" to REAL because the schema stores it as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b1ab920b75bbff5c7ce182fe064bb43934d902e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_cede9d7153033628", + "api_calls": 0, + "input_tokens": 15509, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 16202, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16855.56, + "sql_execution_elapsed_ms_total": 73.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cede9d7153033628/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cf5f0750864e1122/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cf5f0750864e1122/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..631b4694bd942b9f93c795408dbc3a43a0153fc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cf5f0750864e1122/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:58:46.131718+00:00", + "ended_at": "2026-05-19T15:58:53.275512+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_cf5f0750864e1122", + "problem_id": "v2p_n10_7c23682a70002a7b", + "dataset_id": "n10", + "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=Class, condition_col=Class.", + "bindings": { + "group_col": "Class", + "condition_col": "Class", + "condition_value": "DERMASON", + "positive_value": "DERMASON", + "negative_value": "SIRA", + "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": 0.810466, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cf5f0750864e1122/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cf5f0750864e1122/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..319a1f50e1c70f67cc3937fca645784af8a8c684 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_cf5f0750864e1122/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:49.204384+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3068.36, "started_at": "2026-05-19T15:58:46.134810+00:00", "ended_at": "2026-05-19T15:58:49.203202+00:00", "prompt_metrics": {"chars": 11144, "bytes_utf8": 11144, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-087f-7502-9d4e-465db066114d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:53.275369+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3068.58, "started_at": "2026-05-19T15:58:50.205323+00:00", "ended_at": "2026-05-19T15:58:53.273942+00:00", "prompt_metrics": {"chars": 11144, "bytes_utf8": 11144, "lines": 303, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-185d-77d3-8fa3-b45877c88a22\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48066479ed03db9a6c7d5e3dd4ff6de9e371132d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=ShapeFactor1. +Result preview: [{"Class": "BOMBAY", "ShapeFactor2": "9.2727736965977892E-4", "total_measure": 0.003970691177744604, "share_within_group": 0.22098861364619268}, {"Class": "BOMBAY", "ShapeFactor2": "1.2397875137779369E-3", "total_measure": 0.003959170342964, "share_within_group": 0.2203474221779459}, {"Class": "BOMBAY", "ShapeFactor2": "1.0005850463992944E-3", "total_measure": 0.003934068313492921, "share_within_group": 0.21895037001644527}, {"Class": "BOMBAY", "ShapeFactor2": "8.7347213474000933E-4", "total_measure": 0.003916280884561722, "share_within_group": 0.21796041157246762}, {"Class": "BOMBAY", "ShapeFactor2": "9.3507491053213291E-4", "total_measure": 0.003900373337493353, "share_within_group": 0.2170750778570546}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89406e0ca5a60089db82b6d1835cfb0bcdcc3f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_d5110011da938a29 +-- problem_id: v2p_n10_c404f1b294772288 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "ShapeFactor2", + total_measure, + total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY "Class") AS share_within_group +FROM ( + SELECT + "Class", + "ShapeFactor2", + SUM(CAST("ShapeFactor1" AS REAL)) AS total_measure + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ShapeFactor2" IS NOT NULL + AND "ShapeFactor1" IS NOT NULL + GROUP BY "Class", "ShapeFactor2" +) +ORDER BY share_within_group DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19be3f9da838bfb61eb18028d07ea810dee923e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Class\",\n \"ShapeFactor2\",\n total_measure,\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \"Class\") AS share_within_group\nFROM (\n SELECT\n \"Class\",\n \"ShapeFactor2\",\n SUM(CAST(\"ShapeFactor1\" AS REAL)) AS total_measure\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"ShapeFactor2\" IS NOT NULL\n AND \"ShapeFactor1\" IS NOT NULL\n GROUP BY \"Class\", \"ShapeFactor2\"\n)\nORDER BY share_within_group DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Class\\\",\\n \\\"ShapeFactor2\\\",\\n total_measure,\\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"Class\\\",\\n \\\"ShapeFactor2\\\",\\n SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS total_measure\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"ShapeFactor2\\\" IS NOT NULL\\n AND \\\"ShapeFactor1\\\" IS NOT NULL\\n GROUP BY \\\"Class\\\", \\\"ShapeFactor2\\\"\\n)\\nORDER BY share_within_group DESC\\nLIMIT 18;\", \"columns\": [\"Class\", \"ShapeFactor2\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.2727736965977892E-4\", \"total_measure\": 0.003970691177744604, \"share_within_group\": 0.22098861364619268}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.2397875137779369E-3\", \"total_measure\": 0.003959170342964, \"share_within_group\": 0.2203474221779459}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0005850463992944E-3\", \"total_measure\": 0.003934068313492921, \"share_within_group\": 0.21895037001644527}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.7347213474000933E-4\", \"total_measure\": 0.003916280884561722, \"share_within_group\": 0.21796041157246762}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.3507491053213291E-4\", \"total_measure\": 0.003900373337493353, \"share_within_group\": 0.2170750778570546}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.6014726981787916E-4\", \"total_measure\": 0.0038940127529679762, \"share_within_group\": 0.21672107985184058}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"7.6253526742860785E-4\", \"total_measure\": 0.003865808703488191, \"share_within_group\": 0.2151513849260099}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.4512023789333429E-4\", \"total_measure\": 0.0038644300858689633, \"share_within_group\": 0.2150746580331886}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.6548568818361131E-4\", \"total_measure\": 0.003863571265323375, \"share_within_group\": 0.21502686041981484}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.8995773611270993E-4\", \"total_measure\": 0.0038537591024935067, \"share_within_group\": 0.2144807650012648}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.3708384817855139E-4\", \"total_measure\": 0.0038438669448367106, \"share_within_group\": 0.21393021747472898}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"6.4971889874967925E-4\", \"total_measure\": 0.00384310139741966, \"share_within_group\": 0.21388761097253542}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.0402996273386299E-4\", \"total_measure\": 0.0038182724613310677, \"share_within_group\": 0.21250575780921677}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.3478293015533638E-4\", \"total_measure\": 0.003808002604013701, \"share_within_group\": 0.2119341894274626}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"1.0817286242049708E-3\", \"total_measure\": 0.0037998094402857995, \"share_within_group\": 0.2114781993208148}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.6839641388567926E-4\", \"total_measure\": 0.003786986539203651, \"share_within_group\": 0.21076454141940232}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"9.7967394409466022E-4\", \"total_measure\": 0.003786600624402126, \"share_within_group\": 0.2107430633509359}, {\"Class\": \"BOMBAY\", \"ShapeFactor2\": \"8.2881544940003812E-4\", \"total_measure\": 0.003780015039637288, \"share_within_group\": 0.21037654296894598}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..686c04b29e690bc973d4ba43d1a7d26a928018e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:35:29.045348+00:00", + "ended_at": "2026-05-19T15:35:53.562464+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_d5110011da938a29", + "problem_id": "v2p_n10_c404f1b294772288", + "dataset_id": "n10", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Class, measure_col=ShapeFactor1.", + "bindings": { + "group_col": "Class", + "measure_col": "ShapeFactor1", + "item_col": "ShapeFactor2", + "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": 0.006999, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d5110011da938a29.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_d5110011da938a29", + "api_calls": 0, + "input_tokens": 15509, + "cached_input_tokens": 14720, + "output_tokens": 1201, + "total_tokens": 16710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24464.0, + "sql_execution_elapsed_ms_total": 48.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5802a2f10863727c87746dcea0bfa79984f8f41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:53.512515+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24464.0, "started_at": "2026-05-19T15:35:29.047703+00:00", "ended_at": "2026-05-19T15:35:53.511727+00:00", "prompt_metrics": {"chars": 11316, "bytes_utf8": 11316, "lines": 302, "estimated_tokens": null}, "response_metrics": {"chars": 805, "bytes_utf8": 805, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15509, "cached_input_tokens": 14720, "output_tokens": 1201, "reasoning_output_tokens": 976}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Class\\\",\\n \\\"ShapeFactor2\\\",\\n total_measure,\\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \\\"Class\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"Class\\\",\\n \\\"ShapeFactor2\\\",\\n SUM(CAST(\\\"ShapeFactor1\\\" AS REAL)) AS total_measure\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"ShapeFactor2\\\" IS NOT NULL\\n AND \\\"ShapeFactor1\\\" IS NOT NULL\\n GROUP BY \\\"Class\\\", \\\"ShapeFactor2\\\"\\n)\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"Class\\\", item_col=\\\"ShapeFactor2\\\", and measure_col=\\\"ShapeFactor1\\\". CAST is used because the schema stores numeric-looking values as TEXT, and LIMIT 18 follows the provided top_k binding.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7660691dfe69ca90227d91ad20e1d4a39cc65287 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_d5110011da938a29", + "api_calls": 0, + "input_tokens": 15509, + "cached_input_tokens": 14720, + "output_tokens": 1201, + "total_tokens": 16710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24464.0, + "sql_execution_elapsed_ms_total": 48.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d5110011da938a29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..597e437e5c9b8ada82162830c7d14385ca7770b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/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=ShapeFactor4. +Result preview: [{"empirical_cdf_at_threshold": 0.7500551024906326}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d02024d7ed79ff61ea8fe27e70f751477ec6e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_d54022aac34b4441 +-- problem_id: v2p_n10_e25bda733a70de50 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("ShapeFactor4" AS REAL) <= 0.997883 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..130004bb922694a0c052d0c6f238ed46c266f57d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/query_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(\"ShapeFactor4\" AS REAL) <= 0.997883 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"ShapeFactor4\\\" AS REAL) <= 0.997883 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7500551024906326}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.28}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f535b3a64d54074d52df205ee22bc20fd3915027 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:59:50.329152+00:00", + "ended_at": "2026-05-19T15:59:58.965703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_d54022aac34b4441", + "problem_id": "v2p_n10_e25bda733a70de50", + "dataset_id": "n10", + "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=ShapeFactor4.", + "bindings": { + "measure_col": "ShapeFactor4", + "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": 0.997883, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d54022aac34b4441.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_d54022aac34b4441", + "api_calls": 0, + "input_tokens": 15381, + "cached_input_tokens": 14720, + "output_tokens": 258, + "total_tokens": 15639, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8610.29, + "sql_execution_elapsed_ms_total": 18.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0f1d15c633ad5d2d32fc69b0e804a9f13f54f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:58.944435+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8610.29, "started_at": "2026-05-19T15:59:50.332283+00:00", "ended_at": "2026-05-19T15:59:58.942622+00:00", "prompt_metrics": {"chars": 10847, "bytes_utf8": 10847, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15381, "cached_input_tokens": 14720, "output_tokens": 258, "reasoning_output_tokens": 146}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"ShapeFactor4\\\" AS REAL) <= 0.997883 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"ShapeFactor4\\\" and threshold fixed at 0.997883. CAST to REAL is used because the schema stores this numeric-looking column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70e16e640d4c43db93cc840a49593d8f83a3db6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_d54022aac34b4441", + "api_calls": 0, + "input_tokens": 15381, + "cached_input_tokens": 14720, + "output_tokens": 258, + "total_tokens": 15639, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8610.29, + "sql_execution_elapsed_ms_total": 18.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d54022aac34b4441/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce362b0455870c3302bdee9077f8e69dac7df223 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=Eccentricity. +Result preview: [{"Class": "DERMASON", "total_measure": 2612.097733715222}, {"Class": "SIRA", "total_measure": 2022.5430610311905}, {"Class": "HOROZ", "total_measure": 1672.430276333346}, {"Class": "CALI", "total_measure": 1328.1310999953707}, {"Class": "SEKER", "total_measure": 1185.3515907412607}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d5ad3961872c8da7a2e8282aeb0f93844329002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_d9da98e8b5c6c955 +-- problem_id: v2p_n10_f0c4ea3d5a3d37ea +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Eccentricity" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Eccentricity" AS REAL)) > 0.791788 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bce7c941d58b0895bcad9a2ad897f2ff79332203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/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_tpch_thresholded_group_ranking\nSELECT \"Class\", SUM(CAST(\"Eccentricity\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nHAVING SUM(CAST(\"Eccentricity\" AS REAL)) > 0.791788\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Eccentricity\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"Eccentricity\\\" AS REAL)) > 0.791788\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"DERMASON\", \"total_measure\": 2612.097733715222}, {\"Class\": \"SIRA\", \"total_measure\": 2022.5430610311905}, {\"Class\": \"HOROZ\", \"total_measure\": 1672.430276333346}, {\"Class\": \"CALI\", \"total_measure\": 1328.1310999953707}, {\"Class\": \"SEKER\", \"total_measure\": 1185.3515907412607}, {\"Class\": \"BARBUNYA\", \"total_measure\": 997.666613857394}, {\"Class\": \"BOMBAY\", \"total_measure\": 402.2105080182602}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee8adaeb2f764d3c7802072beba3ecb4136bd12c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:03:31.009064+00:00", + "ended_at": "2026-05-19T16:03:44.882496+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_d9da98e8b5c6c955", + "problem_id": "v2p_n10_f0c4ea3d5a3d37ea", + "dataset_id": "n10", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.791788, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d9da98e8b5c6c955.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_d9da98e8b5c6c955", + "api_calls": 0, + "input_tokens": 15436, + "cached_input_tokens": 12032, + "output_tokens": 307, + "total_tokens": 15743, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12854.42, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a623d732582de3c2c3fb27fef31cdd99f39a7990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:34.218680+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3205.61, "started_at": "2026-05-19T16:03:31.012262+00:00", "ended_at": "2026-05-19T16:03:34.217899+00:00", "prompt_metrics": {"chars": 11074, "bytes_utf8": 11074, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-6152-7ca3-91e9-462bd3b59c0f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:44.869913+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9648.81, "started_at": "2026-05-19T16:03:35.220276+00:00", "ended_at": "2026-05-19T16:03:44.869142+00:00", "prompt_metrics": {"chars": 11074, "bytes_utf8": 11074, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15436, "cached_input_tokens": 12032, "output_tokens": 307, "reasoning_output_tokens": 180}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Eccentricity\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nHAVING SUM(CAST(\\\"Eccentricity\\\" AS REAL)) > 0.791788\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided template with group_col=\\\"Class\\\" and measure_col=\\\"Eccentricity\\\". Cast \\\"Eccentricity\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e3167728dd93e6d62fc1eb71d12f4f87b063840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_d9da98e8b5c6c955", + "api_calls": 0, + "input_tokens": 15436, + "cached_input_tokens": 12032, + "output_tokens": 307, + "total_tokens": 15743, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12854.42, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_d9da98e8b5c6c955/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46e755356c36b062834fbffa4adb6b4a77b30729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Area. +Result preview: [{"Class": "CALI", "total_measure": 123127284.0}, {"Class": "SIRA", "total_measure": 117905983.0}, {"Class": "DERMASON", "total_measure": 113892949.0}, {"Class": "HOROZ", "total_measure": 103434325.0}, {"Class": "BARBUNYA", "total_measure": 92281064.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c3d3af7c2e0f04886273e69633d8ba16e4268ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_df6fd1e9f13e6fa9 +-- problem_id: v2p_n10_9a4682d1af107c82 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Area" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dd56053a1ef67ba2ba6e3732fb879afb1e84a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"Area\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Area\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"CALI\", \"total_measure\": 123127284.0}, {\"Class\": \"SIRA\", \"total_measure\": 117905983.0}, {\"Class\": \"DERMASON\", \"total_measure\": 113892949.0}, {\"Class\": \"HOROZ\", \"total_measure\": 103434325.0}, {\"Class\": \"BARBUNYA\", \"total_measure\": 92281064.0}, {\"Class\": \"BOMBAY\", \"total_measure\": 90559201.0}, {\"Class\": \"SEKER\", \"total_measure\": 80839395.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e84d508fcc9817f97c70f2ce5f7eaf38053e44d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:28:18.600028+00:00", + "ended_at": "2026-05-19T15:28:26.374905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_df6fd1e9f13e6fa9", + "problem_id": "v2p_n10_9a4682d1af107c82", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Area.", + "bindings": { + "group_col": "Class", + "measure_col": "Area", + "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": 61332.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_df6fd1e9f13e6fa9.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_df6fd1e9f13e6fa9", + "api_calls": 0, + "input_tokens": 15386, + "cached_input_tokens": 0, + "output_tokens": 184, + "total_tokens": 15570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7764.21, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df6a03e6a102c10c50a4843cd6f3d1802c51492c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:26.367102+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7764.21, "started_at": "2026-05-19T15:28:18.602074+00:00", "ended_at": "2026-05-19T15:28:26.366315+00:00", "prompt_metrics": {"chars": 10888, "bytes_utf8": 10888, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15386, "cached_input_tokens": 0, "output_tokens": 184, "reasoning_output_tokens": 88}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Area\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"Area\\\". CAST(\\\"Area\\\" AS REAL) is applied because the schema stores Area as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f9e75bf80ddfe29b7a3834b0d48cae8a773cd46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_df6fd1e9f13e6fa9", + "api_calls": 0, + "input_tokens": 15386, + "cached_input_tokens": 0, + "output_tokens": 184, + "total_tokens": 15570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7764.21, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_df6fd1e9f13e6fa9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fcd635434fd303220eb167f791d45b45c44f43e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/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=Class, measure_col=Compactness. +Result preview: [{"Class": "SEKER", "percentile_measure": 0.9308403381424224}, {"Class": "DERMASON", "percentile_measure": 0.8524697754737509}, {"Class": "BARBUNYA", "percentile_measure": 0.8504825330295515}, {"Class": "BOMBAY", "percentile_measure": 0.8331997373254202}, {"Class": "SIRA", "percentile_measure": 0.8275633679468561}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80fff845505e6f1c02c9554d8c2542dfaf53af8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_e8ac0956ce3e9a31 +-- problem_id: v2p_n10_eab79c47e37ea6cf +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Compactness" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Compactness" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Compactness" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "Class", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +) +SELECT + "Class", + "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3ddb40c0c1359db673131e5ffc84cafd3f48ebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/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 \"Class\",\n CAST(\"Compactness\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"Compactness\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n10\"\n WHERE \"Class\" IS NOT NULL\n AND \"Compactness\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"Class\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n)\nSELECT\n \"Class\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"Compactness\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Compactness\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Compactness\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"Class\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"SEKER\", \"percentile_measure\": 0.9308403381424224}, {\"Class\": \"DERMASON\", \"percentile_measure\": 0.8524697754737509}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.8504825330295515}, {\"Class\": \"BOMBAY\", \"percentile_measure\": 0.8331997373254202}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.8275633679468561}, {\"Class\": \"CALI\", \"percentile_measure\": 0.7825288959214818}, {\"Class\": \"HOROZ\", \"percentile_measure\": 0.7299816829781323}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5277c010c4f5bb8d58c013468a210ec6d0e1e74e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:55:28.517089+00:00", + "ended_at": "2026-05-19T15:55:48.958764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_e8ac0956ce3e9a31", + "problem_id": "v2p_n10_eab79c47e37ea6cf", + "dataset_id": "n10", + "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=Class, measure_col=Compactness.", + "bindings": { + "group_col": "Class", + "measure_col": "Compactness", + "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": 0.83427, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e8ac0956ce3e9a31.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_e8ac0956ce3e9a31", + "api_calls": 0, + "input_tokens": 15426, + "cached_input_tokens": 14720, + "output_tokens": 801, + "total_tokens": 16227, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19384.31, + "sql_execution_elapsed_ms_total": 50.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05099185613ea8c3f4c50dd377659707597544b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:31.853821+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3333.52, "started_at": "2026-05-19T15:55:28.519590+00:00", "ended_at": "2026-05-19T15:55:31.853132+00:00", "prompt_metrics": {"chars": 11079, "bytes_utf8": 11079, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-04ac-73d3-ace6-54295affbdec\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:55:48.906883+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16050.79, "started_at": "2026-05-19T15:55:32.855250+00:00", "ended_at": "2026-05-19T15:55:48.906090+00:00", "prompt_metrics": {"chars": 11079, "bytes_utf8": 11079, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 996, "bytes_utf8": 996, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15426, "cached_input_tokens": 14720, "output_tokens": 801, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"Compactness\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Compactness\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Class\\\" IS NOT NULL\\n AND \\\"Compactness\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"Class\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"Class\\\" via window functions. \\\"Compactness\\\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and returning the percentile point.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c41044cc811642e6220650ed11f4c3b9e938946e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_e8ac0956ce3e9a31", + "api_calls": 0, + "input_tokens": 15426, + "cached_input_tokens": 14720, + "output_tokens": 801, + "total_tokens": 16227, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19384.31, + "sql_execution_elapsed_ms_total": 50.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e8ac0956ce3e9a31/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee53ced1e5b41525f99dd5a416e089b695312fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_e9657e4ce76ceea0 +-- problem_id: v2p_n10_6ce1c1d64e0b762e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Area", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "Area" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26bb704e548cee015099437a61757cdc245b4c7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_d\n-- sql_source_dataset_id: n10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n10_e9657e4ce76ceea0\n-- problem_id: v2p_n10_6ce1c1d64e0b762e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Area\",\n COUNT(*) AS support,\n AVG(\"Perimeter\") AS avg_response\nFROM \"n10\"\nGROUP BY \"Area\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_d\\n-- sql_source_dataset_id: n10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n10_e9657e4ce76ceea0\\n-- problem_id: v2p_n10_6ce1c1d64e0b762e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Area\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Perimeter\\\") AS avg_response\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Area\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Area\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e7866b9fa22382cb2b82ee4215c31d6a6b53170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:05:40.845530+00:00", + "ended_at": "2026-05-19T16:05:40.855259+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_e9657e4ce76ceea0", + "problem_id": "v2p_n10_6ce1c1d64e0b762e", + "dataset_id": "n10", + "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=Perimeter, key_col=Area.", + "bindings": { + "key_col": "Area", + "measure_col": "Perimeter", + "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_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e9657e4ce76ceea0.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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_e9657e4ce76ceea0/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/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce9c3cb7955bf5ba2d9a9bfa3fe2b29a575ebfc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/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=Class, measure_col=Eccentricity. +Result preview: [{"Class": "HOROZ", "percentile_measure": 0.8895037366037665}, {"Class": "CALI", "percentile_measure": 0.8402906438935134}, {"Class": "BOMBAY", "percentile_measure": 0.818630946727609}, {"Class": "BARBUNYA", "percentile_measure": 0.8095738960334871}, {"Class": "SIRA", "percentile_measure": 0.8080247032745389}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..51f77427291a675bcb11e4fd7ffa1ea945039291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/generated_sql.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_ec8ca220e2ca3389 +-- problem_id: v2p_n10_afe47c0d9e1f51f4 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("Eccentricity" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Eccentricity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Eccentricity" IS NOT NULL + AND TRIM("Eccentricity") <> '' +), +"positions" AS ( + SELECT DISTINCT + "Class", + "cnt", + (0.9 * ("cnt" - 1) + 1.0) AS "pos", + CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn", + CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + + CASE + WHEN (0.9 * ("cnt" - 1) + 1.0) > CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + "p"."Class", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn", + "lo"."measure" AS "lower_val", + "hi"."measure" AS "upper_val" + FROM "positions" AS "p" + JOIN "ordered" AS "lo" + ON "lo"."Class" = "p"."Class" + AND "lo"."rn" = "p"."lower_rn" + JOIN "ordered" AS "hi" + ON "hi"."Class" = "p"."Class" + AND "hi"."rn" = "p"."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99fa861d7d00f306bbcdd6a9fe5d0c79a87df826 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/query_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 \"Class\",\n CAST(\"Eccentricity\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Class\"\n ORDER BY CAST(\"Eccentricity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Class\"\n ) AS \"cnt\"\n FROM \"n10\"\n WHERE \"Eccentricity\" IS NOT NULL\n AND TRIM(\"Eccentricity\") <> ''\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Class\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) +\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) > CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"p\".\"Class\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n \"lo\".\"measure\" AS \"lower_val\",\n \"hi\".\"measure\" AS \"upper_val\"\n FROM \"positions\" AS \"p\"\n JOIN \"ordered\" AS \"lo\"\n ON \"lo\".\"Class\" = \"p\".\"Class\"\n AND \"lo\".\"rn\" = \"p\".\"lower_rn\"\n JOIN \"ordered\" AS \"hi\"\n ON \"hi\".\"Class\" = \"p\".\"Class\"\n AND \"hi\".\"rn\" = \"p\".\"upper_rn\"\n)\nSELECT\n \"Class\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"Eccentricity\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Eccentricity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Eccentricity\\\" IS NOT NULL\\n AND TRIM(\\\"Eccentricity\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Class\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) +\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"Class\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n \\\"lo\\\".\\\"measure\\\" AS \\\"lower_val\\\",\\n \\\"hi\\\".\\\"measure\\\" AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" AS \\\"p\\\"\\n JOIN \\\"ordered\\\" AS \\\"lo\\\"\\n ON \\\"lo\\\".\\\"Class\\\" = \\\"p\\\".\\\"Class\\\"\\n AND \\\"lo\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\"\\n JOIN \\\"ordered\\\" AS \\\"hi\\\"\\n ON \\\"hi\\\".\\\"Class\\\" = \\\"p\\\".\\\"Class\\\"\\n AND \\\"hi\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"Class\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Class\", \"percentile_measure\"], \"rows\": [{\"Class\": \"HOROZ\", \"percentile_measure\": 0.8895037366037665}, {\"Class\": \"CALI\", \"percentile_measure\": 0.8402906438935134}, {\"Class\": \"BOMBAY\", \"percentile_measure\": 0.818630946727609}, {\"Class\": \"BARBUNYA\", \"percentile_measure\": 0.8095738960334871}, {\"Class\": \"SIRA\", \"percentile_measure\": 0.8080247032745389}, {\"Class\": \"DERMASON\", \"percentile_measure\": 0.7853616735975265}, {\"Class\": \"SEKER\", \"percentile_measure\": 0.668088793708264}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2370e5aba03b6d6fbf615b1024cf4b872830b746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:50:29.488502+00:00", + "ended_at": "2026-05-19T15:51:15.694515+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_ec8ca220e2ca3389", + "problem_id": "v2p_n10_afe47c0d9e1f51f4", + "dataset_id": "n10", + "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=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.810466, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ec8ca220e2ca3389.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_ec8ca220e2ca3389", + "api_calls": 0, + "input_tokens": 15430, + "cached_input_tokens": 14720, + "output_tokens": 3321, + "total_tokens": 18751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 46141.66, + "sql_execution_elapsed_ms_total": 58.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24e4d10423ed666ee3e130fe56d7bf073daa81ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:15.634101+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 46141.66, "started_at": "2026-05-19T15:50:29.491579+00:00", "ended_at": "2026-05-19T15:51:15.633270+00:00", "prompt_metrics": {"chars": 11082, "bytes_utf8": 11082, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 1786, "bytes_utf8": 1786, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15430, "cached_input_tokens": 14720, "output_tokens": 3321, "reasoning_output_tokens": 2696}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Class\\\",\\n CAST(\\\"Eccentricity\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Class\\\"\\n ORDER BY CAST(\\\"Eccentricity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Class\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n10\\\"\\n WHERE \\\"Eccentricity\\\" IS NOT NULL\\n AND TRIM(\\\"Eccentricity\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Class\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) +\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"Class\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n \\\"lo\\\".\\\"measure\\\" AS \\\"lowe"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb627e4aadf61adb7287b223d9313512ef4fd0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_ec8ca220e2ca3389", + "api_calls": 0, + "input_tokens": 15430, + "cached_input_tokens": 14720, + "output_tokens": 3321, + "total_tokens": 18751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 46141.66, + "sql_execution_elapsed_ms_total": 58.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_ec8ca220e2ca3389/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b518f0cecfe4948fb182c759bb2ed1d1db708a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class. +Result preview: [{"Class": "BOMBAY", "support": 522}, {"Class": "BARBUNYA", "support": 1322}, {"Class": "CALI", "support": 1630}, {"Class": "HOROZ", "support": 1928}, {"Class": "SEKER", "support": 2027}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7e1bb44f76bdfdb55676e05c82f7642e8331f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_eedc3f441e84dfba +-- problem_id: v2p_n10_ffdd21b97fe385bd +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..190b9e8e75b0abca61b0c7bb1950317cbb34db5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/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_tail_low_support_group_count_v2\nSELECT\n \"Class\",\n COUNT(*) AS \"support\"\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY \"support\" ASC, \"Class\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"support\\\" ASC, \\\"Class\\\"\\nLIMIT 10;\", \"columns\": [\"Class\", \"support\"], \"rows\": [{\"Class\": \"BOMBAY\", \"support\": 522}, {\"Class\": \"BARBUNYA\", \"support\": 1322}, {\"Class\": \"CALI\", \"support\": 1630}, {\"Class\": \"HOROZ\", \"support\": 1928}, {\"Class\": \"SEKER\", \"support\": 2027}, {\"Class\": \"SIRA\", \"support\": 2636}, {\"Class\": \"DERMASON\", \"support\": 3546}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d18d05a86d08ff9bda49577d6f9ef6d669635cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:02:26.354133+00:00", + "ended_at": "2026-05-19T16:02:38.187811+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_eedc3f441e84dfba", + "problem_id": "v2p_n10_ffdd21b97fe385bd", + "dataset_id": "n10", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class.", + "bindings": { + "group_col": "Class", + "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": 0.00217, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_eedc3f441e84dfba.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_eedc3f441e84dfba", + "api_calls": 0, + "input_tokens": 15396, + "cached_input_tokens": 12032, + "output_tokens": 242, + "total_tokens": 15638, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10819.39, + "sql_execution_elapsed_ms_total": 7.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2c99d3fb0e159e04e0549609fc709233158d518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:29.455339+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3098.5, "started_at": "2026-05-19T16:02:26.356080+00:00", "ended_at": "2026-05-19T16:02:29.454608+00:00", "prompt_metrics": {"chars": 10885, "bytes_utf8": 10885, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-64a5-7a61-bdc8-0c790c148da2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:38.178846+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7720.89, "started_at": "2026-05-19T16:02:30.456789+00:00", "ended_at": "2026-05-19T16:02:38.177728+00:00", "prompt_metrics": {"chars": 10885, "bytes_utf8": 10885, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15396, "cached_input_tokens": 12032, "output_tokens": 242, "reasoning_output_tokens": 148}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"Class\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY \\\"support\\\" ASC, \\\"Class\\\"\\nLIMIT 10;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"Class\\\" on the single table \\\"n10\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d379fc14d252c13baf1a7ca7ced7a69c12e386da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_eedc3f441e84dfba", + "api_calls": 0, + "input_tokens": 15396, + "cached_input_tokens": 12032, + "output_tokens": 242, + "total_tokens": 15638, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10819.39, + "sql_execution_elapsed_ms_total": 7.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_eedc3f441e84dfba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b275e019319985d4cd00fb77ad5542b6ae60330a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/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=Class, measure_col=Eccentricity. +Result preview: [{"Class": "HOROZ", "avg_measure": 0.8674430893845155}, {"Class": "CALI", "avg_measure": 0.8148043558253808}, {"Class": "BOMBAY", "avg_measure": 0.7705182145943682}, {"Class": "SIRA", "avg_measure": 0.7672773372652468}, {"Class": "BARBUNYA", "avg_measure": 0.7546646095744282}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef31c1abe90a789821658b3b4a990f67810bc200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_f01c1bb00fae3e76 +-- problem_id: v2p_n10_a846d08099542c1d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Eccentricity" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35bde08da81639ed86a2c3db38974f8f7d26706b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/query_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 \"Class\",\n AVG(CAST(\"Eccentricity\" AS REAL)) OVER (PARTITION BY \"Class\") AS avg_measure\nFROM \"n10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Eccentricity\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Class\", \"avg_measure\"], \"rows\": [{\"Class\": \"HOROZ\", \"avg_measure\": 0.8674430893845155}, {\"Class\": \"CALI\", \"avg_measure\": 0.8148043558253808}, {\"Class\": \"BOMBAY\", \"avg_measure\": 0.7705182145943682}, {\"Class\": \"SIRA\", \"avg_measure\": 0.7672773372652468}, {\"Class\": \"BARBUNYA\", \"avg_measure\": 0.7546646095744282}, {\"Class\": \"DERMASON\", \"avg_measure\": 0.7366321866089177}, {\"Class\": \"SEKER\", \"avg_measure\": 0.5847812485156688}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 62.27}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a4fb3e1f507555fd132d22324679cdd5bdeec9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:42:34.932150+00:00", + "ended_at": "2026-05-19T15:42:45.451824+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_f01c1bb00fae3e76", + "problem_id": "v2p_n10_a846d08099542c1d", + "dataset_id": "n10", + "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=Class, measure_col=Eccentricity.", + "bindings": { + "group_col": "Class", + "measure_col": "Eccentricity", + "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": 0.791788, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f01c1bb00fae3e76.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f01c1bb00fae3e76", + "api_calls": 0, + "input_tokens": 15403, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 15720, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10451.9, + "sql_execution_elapsed_ms_total": 62.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..720d827dda874e21868c79285d1af68579d5a4b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:45.387723+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10451.9, "started_at": "2026-05-19T15:42:34.934901+00:00", "ended_at": "2026-05-19T15:42:45.386822+00:00", "prompt_metrics": {"chars": 10991, "bytes_utf8": 10991, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15403, "cached_input_tokens": 12032, "output_tokens": 317, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Class\\\",\\n AVG(CAST(\\\"Eccentricity\\\" AS REAL)) OVER (PARTITION BY \\\"Class\\\") AS avg_measure\\nFROM \\\"n10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"Class\\\" and measure_col=\\\"Eccentricity\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88b8fe8c827cfcc0f8f0775ec39f4d143be51f52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f01c1bb00fae3e76", + "api_calls": 0, + "input_tokens": 15403, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 15720, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10451.9, + "sql_execution_elapsed_ms_total": 62.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f01c1bb00fae3e76/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46e755356c36b062834fbffa4adb6b4a77b30729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Area. +Result preview: [{"Class": "CALI", "total_measure": 123127284.0}, {"Class": "SIRA", "total_measure": 117905983.0}, {"Class": "DERMASON", "total_measure": 113892949.0}, {"Class": "HOROZ", "total_measure": 103434325.0}, {"Class": "BARBUNYA", "total_measure": 92281064.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e2066f861708b9ee6c4671bc94aa9d909bac8ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_f12f8b46147e5fc0 +-- problem_id: v2p_n10_ad9de089625d86d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Area" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc6beef2fbfd64e140a307472d406a42794a1d67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"Class\", SUM(CAST(\"Area\" AS REAL)) AS total_measure\nFROM \"n10\"\nGROUP BY \"Class\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Area\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Class\", \"total_measure\"], \"rows\": [{\"Class\": \"CALI\", \"total_measure\": 123127284.0}, {\"Class\": \"SIRA\", \"total_measure\": 117905983.0}, {\"Class\": \"DERMASON\", \"total_measure\": 113892949.0}, {\"Class\": \"HOROZ\", \"total_measure\": 103434325.0}, {\"Class\": \"BARBUNYA\", \"total_measure\": 92281064.0}, {\"Class\": \"BOMBAY\", \"total_measure\": 90559201.0}, {\"Class\": \"SEKER\", \"total_measure\": 80839395.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b3b36c0085acb5112bbb2afcc2daecde9c4b76e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:28:26.375438+00:00", + "ended_at": "2026-05-19T15:28:34.920550+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_f12f8b46147e5fc0", + "problem_id": "v2p_n10_ad9de089625d86d1", + "dataset_id": "n10", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Class, measure_col=Area.", + "bindings": { + "group_col": "Class", + "measure_col": "Area", + "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": 52697.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f12f8b46147e5fc0.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f12f8b46147e5fc0", + "api_calls": 0, + "input_tokens": 15386, + "cached_input_tokens": 0, + "output_tokens": 220, + "total_tokens": 15606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8533.6, + "sql_execution_elapsed_ms_total": 6.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20f29711ca579f84debb3da14b7d829c7fa6bf28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:34.912780+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8533.6, "started_at": "2026-05-19T15:28:26.378449+00:00", "ended_at": "2026-05-19T15:28:34.912077+00:00", "prompt_metrics": {"chars": 10889, "bytes_utf8": 10889, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15386, "cached_input_tokens": 0, "output_tokens": 220, "reasoning_output_tokens": 127}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Class\\\", SUM(CAST(\\\"Area\\\" AS REAL)) AS total_measure\\nFROM \\\"n10\\\"\\nGROUP BY \\\"Class\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"Class\\\" and measure_col=\\\"Area\\\". Cast \\\"Area\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4e8494726d7451525c85bb4c46a32db0155acb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f12f8b46147e5fc0", + "api_calls": 0, + "input_tokens": 15386, + "cached_input_tokens": 0, + "output_tokens": 220, + "total_tokens": 15606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8533.6, + "sql_execution_elapsed_ms_total": 6.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f12f8b46147e5fc0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e04a0e863f40452937b1fc640c87f11e9896fbf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/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=Perimeter. +Result preview: [{"empirical_cdf_at_threshold": 0.7499816325031224}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..349076094fb4828aefbc824bed5167eb968041e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_f16e6195990d7182 +-- problem_id: v2p_n10_8e6d48c27f537f78 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("Perimeter" AS REAL) <= 977.213 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cecc0789e869b0abf309f0de9c57b8e5a1458ccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/query_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(\"Perimeter\" AS REAL) <= 977.213 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Perimeter\\\" AS REAL) <= 977.213 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499816325031224}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b8985dcb2256406b96e5b83e8889655cad22da8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T16:00:08.033693+00:00", + "ended_at": "2026-05-19T16:00:18.064203+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_f16e6195990d7182", + "problem_id": "v2p_n10_8e6d48c27f537f78", + "dataset_id": "n10", + "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=Perimeter.", + "bindings": { + "measure_col": "Perimeter", + "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": 977.213, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f16e6195990d7182.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f16e6195990d7182", + "api_calls": 0, + "input_tokens": 15378, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 15730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10019.35, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e06e9a0e2f910a39523a2ccfc74e2fbf6e2b7306 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:18.056444+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10019.35, "started_at": "2026-05-19T16:00:08.036315+00:00", "ended_at": "2026-05-19T16:00:18.055686+00:00", "prompt_metrics": {"chars": 10840, "bytes_utf8": 10840, "lines": 298, "estimated_tokens": null}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15378, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 246}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Perimeter\\\" AS REAL) <= 977.213 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n10\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"Perimeter\\\" and threshold 977.213; cast \\\"Perimeter\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..300384f6bac5258d2676d081b5460a433d76f44c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f16e6195990d7182", + "api_calls": 0, + "input_tokens": 15378, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 15730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10019.35, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f16e6195990d7182/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad98421e526042cf0a771bd0d124bcd8c9ef9372 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=roundness. +Result preview: [{"Class": "DERMASON", "group_value": 3220.171715581486}, {"Class": "SIRA", "group_value": 2331.942663440431}, {"Class": "SEKER", "group_value": 1914.5169581056698}, {"Class": "HOROZ", "group_value": 1531.641877378845}, {"Class": "CALI", "group_value": 1378.8731135433377}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fd81839d5e7335ec889f0e4d49d450f2d7dccde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_f39516426e12ae74 +-- problem_id: v2p_n10_0ed24c4703ccf20e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("roundness" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d8d1521e5a51445e66187a296338e9cc211b622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"roundness\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"roundness\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 3220.171715581486}, {\"Class\": \"SIRA\", \"group_value\": 2331.942663440431}, {\"Class\": \"SEKER\", \"group_value\": 1914.5169581056698}, {\"Class\": \"HOROZ\", \"group_value\": 1531.641877378845}, {\"Class\": \"CALI\", \"group_value\": 1378.8731135433377}, {\"Class\": \"BARBUNYA\", \"group_value\": 1057.8649841196482}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7be5f07df67b08e3631f7477e63d0a41e0a6b89d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:46:40.440420+00:00", + "ended_at": "2026-05-19T15:46:54.906113+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_f39516426e12ae74", + "problem_id": "v2p_n10_0ed24c4703ccf20e", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=roundness.", + "bindings": { + "group_col": "Class", + "measure_col": "roundness", + "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": 0.905212, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f39516426e12ae74.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f39516426e12ae74", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 360, + "total_tokens": 15886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14444.79, + "sql_execution_elapsed_ms_total": 13.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cb3e289c00df4f9be5fcb1def38d9563617aaf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:54.890588+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14444.79, "started_at": "2026-05-19T15:46:40.444759+00:00", "ended_at": "2026-05-19T15:46:54.889592+00:00", "prompt_metrics": {"chars": 11456, "bytes_utf8": 11456, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 599, "bytes_utf8": 599, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15526, "cached_input_tokens": 14720, "output_tokens": 360, "reasoning_output_tokens": 201}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"roundness\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Class\\\" and measure_col=\\\"roundness\\\". CAST to REAL is included because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f039a3831829c25ba8a2dfd5579ed07931529bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f39516426e12ae74", + "api_calls": 0, + "input_tokens": 15526, + "cached_input_tokens": 14720, + "output_tokens": 360, + "total_tokens": 15886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14444.79, + "sql_execution_elapsed_ms_total": 13.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f39516426e12ae74/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0db4f4a3581df0d818606722de666581a616eca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=Compactness. +Result preview: [{"Class": "DERMASON", "group_value": 2904.5641991076677}, {"Class": "SIRA", "group_value": 2101.8005223567916}, {"Class": "SEKER", "group_value": 1817.89676814721}, {"Class": "HOROZ", "group_value": 1351.2975228338541}, {"Class": "CALI", "group_value": 1233.4260189432518}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c41aee0141d5f00b34ee76130dc00dd581f1ef3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_f8381e4c9893649e +-- problem_id: v2p_n10_30eb684c433c9150 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS "group_value" + FROM "n10" + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1e6855abb0585d6fa9b4153e47cf07338a4523d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/query_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_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"Class\", SUM(CAST(\"Compactness\" AS REAL)) AS \"group_value\"\n FROM \"n10\"\n GROUP BY \"Class\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"Class\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Compactness\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Class\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 2904.5641991076677}, {\"Class\": \"SIRA\", \"group_value\": 2101.8005223567916}, {\"Class\": \"SEKER\", \"group_value\": 1817.89676814721}, {\"Class\": \"HOROZ\", \"group_value\": 1351.2975228338541}, {\"Class\": \"CALI\", \"group_value\": 1233.4260189432518}, {\"Class\": \"BARBUNYA\", \"group_value\": 1064.2110873717863}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5aad8a08525fd6ae80bdce7380d1c8fe2658c760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:47:06.926642+00:00", + "ended_at": "2026-05-19T15:47:19.379676+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_f8381e4c9893649e", + "problem_id": "v2p_n10_30eb684c433c9150", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=Compactness.", + "bindings": { + "group_col": "Class", + "measure_col": "Compactness", + "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": 0.820544, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f8381e4c9893649e.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f8381e4c9893649e", + "api_calls": 0, + "input_tokens": 15524, + "cached_input_tokens": 14720, + "output_tokens": 455, + "total_tokens": 15979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12429.35, + "sql_execution_elapsed_ms_total": 14.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e622c39c4afa7f8dc22eaa7c4e08df6da3042c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:19.362111+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12429.35, "started_at": "2026-05-19T15:47:06.931394+00:00", "ended_at": "2026-05-19T15:47:19.360793+00:00", "prompt_metrics": {"chars": 11459, "bytes_utf8": 11459, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 697, "bytes_utf8": 697, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15524, "cached_input_tokens": 14720, "output_tokens": 455, "reasoning_output_tokens": 256}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Compactness\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"Class\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the required Relative-to-Total Extreme Threshold template with group_col=\\\"Class\\\", measure_col=\\\"Compactness\\\", and fraction_threshold=0.05. Cast \\\"Compactness\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40dd0b910dc1dba844b350fa432ba7f912bfce68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f8381e4c9893649e", + "api_calls": 0, + "input_tokens": 15524, + "cached_input_tokens": 14720, + "output_tokens": 455, + "total_tokens": 15979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12429.35, + "sql_execution_elapsed_ms_total": 14.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f8381e4c9893649e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b06d14545470f003b3b0eb5ebf6287aa34735bb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=Solidity. +Result preview: [{"Class": "DERMASON", "group_value": 3504.2495973446403}, {"Class": "SIRA", "group_value": 2604.2912502462927}, {"Class": "SEKER", "group_value": 2007.4408196432141}, {"Class": "HOROZ", "group_value": 1900.0061162136512}, {"Class": "CALI", "group_value": 1605.583831650607}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2546459827e3414716c356419834f088b91a8272 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_f9fa2920ae1a4bb1 +-- problem_id: v2p_n10_0310f31d3ab10913 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Solidity" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4744c3d23face24dff752729b03bd23f8d6d59cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/query_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_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"Solidity\" AS REAL)) AS group_value\n FROM \"n10\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Solidity\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"DERMASON\", \"group_value\": 3504.2495973446403}, {\"Class\": \"SIRA\", \"group_value\": 2604.2912502462927}, {\"Class\": \"SEKER\", \"group_value\": 2007.4408196432141}, {\"Class\": \"HOROZ\", \"group_value\": 1900.0061162136512}, {\"Class\": \"CALI\", \"group_value\": 1605.583831650607}, {\"Class\": \"BARBUNYA\", \"group_value\": 1299.266935938048}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..635dd4820d39c88b9590a5f64cd5237c31aaf0bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "n10", + "started_at": "2026-05-19T15:46:18.991764+00:00", + "ended_at": "2026-05-19T15:46:28.920643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n10_f9fa2920ae1a4bb1", + "problem_id": "v2p_n10_0310f31d3ab10913", + "dataset_id": "n10", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Class, measure_col=Solidity.", + "bindings": { + "group_col": "Class", + "measure_col": "Solidity", + "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": 0.989386, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9fa2920ae1a4bb1.sql", + "usage_summary": { + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f9fa2920ae1a4bb1", + "api_calls": 0, + "input_tokens": 15524, + "cached_input_tokens": 14720, + "output_tokens": 444, + "total_tokens": 15968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9911.56, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b01be14ddd508cb101af39c4402811be428dd14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:28.908214+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9911.56, "started_at": "2026-05-19T15:46:18.995712+00:00", "ended_at": "2026-05-19T15:46:28.907309+00:00", "prompt_metrics": {"chars": 11453, "bytes_utf8": 11453, "lines": 300, "estimated_tokens": null}, "response_metrics": {"chars": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15524, "cached_input_tokens": 14720, "output_tokens": 444, "reasoning_output_tokens": 285}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"Solidity\\\" AS REAL)) AS group_value\\n FROM \\\"n10\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"Class\\\" and measure_col=\\\"Solidity\\\"; cast \\\"Solidity\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..699ae7c484695e98f087b5975623fbd61c3ffab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n10", + "model": "v2-cli:codex", + "run_id": "v2q_n10_f9fa2920ae1a4bb1", + "api_calls": 0, + "input_tokens": 15524, + "cached_input_tokens": 14720, + "output_tokens": 444, + "total_tokens": 15968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9911.56, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n10/artifacts/v2q_n10_f9fa2920ae1a4bb1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_00d23b2d26d79329.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_00d23b2d26d79329.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ebaf0807c81343b5da732e7dbf9f19464100957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_00d23b2d26d79329.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_00d23b2d26d79329 +-- problem_id: v2p_n10_c645ea59de3fc205 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_024ce539bf56dacf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_024ce539bf56dacf.sql new file mode 100644 index 0000000000000000000000000000000000000000..f76d3a4b0b8890cbf99ff5632f183f2f5352d8bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_024ce539bf56dacf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_024ce539bf56dacf +-- problem_id: v2p_n10_35563b388ff6a05e +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "roundness", + SUM(CAST("Solidity" AS REAL)) AS "total_measure", + SUM(CAST("Solidity" AS REAL)) * 100.0 / SUM(SUM(CAST("Solidity" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n10" +GROUP BY "Class", "roundness" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0255ce6fcc3e0a7a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0255ce6fcc3e0a7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..019ba749ff37f5e32fbb125ecf0dc8e426459fb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0255ce6fcc3e0a7a.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_0255ce6fcc3e0a7a +-- problem_id: v2p_n10_38621dbfb2086f0c +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("Solidity" AS REAL)) AS "group_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Solidity" IS NOT NULL + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0261622b6183fc3e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0261622b6183fc3e.sql new file mode 100644 index 0000000000000000000000000000000000000000..16a9d9ff125900ec95029a4e215c800d0e800d0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0261622b6183fc3e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_0261622b6183fc3e +-- problem_id: v2p_n10_beeb7f6f0e9d7e04 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("EquivDiameter" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_060990fc5fbb4971.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_060990fc5fbb4971.sql new file mode 100644 index 0000000000000000000000000000000000000000..c005c09686096469f6b52f96abdcb64dde4cccef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_060990fc5fbb4971.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_060990fc5fbb4971 +-- problem_id: v2p_n10_4960b4a8d6478545 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Solidity" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Solidity" AS REAL)) > 0.989386 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_061574dcf9031d13.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_061574dcf9031d13.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b141d0530a4b2ac74fa4e7f6d2165c4ad9c32d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_061574dcf9031d13.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_061574dcf9031d13 +-- problem_id: v2p_n10_7b062b86371c1399 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Area", + SUM(CAST("ShapeFactor4" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor4" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor4" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Area" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_071b6ef5e8850827.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_071b6ef5e8850827.sql new file mode 100644 index 0000000000000000000000000000000000000000..568161699ac322673e6cd963eb74082488fdb9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_071b6ef5e8850827.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_071b6ef5e8850827 +-- problem_id: v2p_n10_d90c53b452d793c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor4", + SUM(CAST("ShapeFactor3" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor3" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor3" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08507f6db65252f6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08507f6db65252f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..7094eec5bf4a509a0b92f04d66fb978b3cad63ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08507f6db65252f6.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_08507f6db65252f6 +-- problem_id: v2p_n10_f81c52f71c31b288 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("ShapeFactor2" AS REAL)) AS "group_value" + FROM "n10" + GROUP BY "Class" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "g"."Class", "g"."group_value" +FROM "grouped" AS "g" +CROSS JOIN "total" AS "t" +WHERE "g"."group_value" > "t"."total_value" * 0.05 +ORDER BY "g"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08528769c33f3a20.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08528769c33f3a20.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3481f0efea5cd5759224bf8aac0b469bb925ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_08528769c33f3a20.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_08528769c33f3a20 +-- problem_id: v2p_n10_32805916f23738e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n10" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0a7f937fd82c1502.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0a7f937fd82c1502.sql new file mode 100644 index 0000000000000000000000000000000000000000..e77cbef81397123dab8f3aa600bd1b5dd7de2cd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0a7f937fd82c1502.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_0a7f937fd82c1502 +-- problem_id: v2p_n10_5d239b73798ffd2d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "EquivDiameter", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "EquivDiameter" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0c66c532a19e6f45.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0c66c532a19e6f45.sql new file mode 100644 index 0000000000000000000000000000000000000000..f618cef753669bdad7ce4a8fe756028be8a95faa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0c66c532a19e6f45.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_0c66c532a19e6f45 +-- problem_id: v2p_n10_99a76928da84fb5d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("MinorAxisLength" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0d747348bf807b3b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0d747348bf807b3b.sql new file mode 100644 index 0000000000000000000000000000000000000000..de081c6be4229e708bb697c8bfe308261ff81d80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0d747348bf807b3b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_low_support_group_count_v2 +-- query_record_id: v2q_n10_0d747348bf807b3b +-- problem_id: v2p_n10_20b553e6b136e923 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0eef476a2da45dcc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0eef476a2da45dcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6b348ce73ab11ad9b137924b3413bab53cbd17c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_0eef476a2da45dcc.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_0eef476a2da45dcc +-- problem_id: v2p_n10_ec8487e76928d279 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("MinorAxisLength" AS REAL) <= 217.031741 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1087a749d52189ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1087a749d52189ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..46202853b5a886f94fc6c2034c657ad00ae90a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1087a749d52189ff.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_1087a749d52189ff +-- problem_id: v2p_n10_2e7152765aeae453 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor4" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_109fd89445e7e40d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_109fd89445e7e40d.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf47ab684d7a601fd995e66632e60d001d7a989a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_109fd89445e7e40d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_109fd89445e7e40d +-- problem_id: v2p_n10_7bd1e709fd68ea9b +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_12ffd1dc8ca49b41.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_12ffd1dc8ca49b41.sql new file mode 100644 index 0000000000000000000000000000000000000000..a77d4294721f2a665be186a61aa6d84b54698596 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_12ffd1dc8ca49b41.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_12ffd1dc8ca49b41 +-- problem_id: v2p_n10_5b2fd245d3f6bdcb +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor1" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_139e0517993590f7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_139e0517993590f7.sql new file mode 100644 index 0000000000000000000000000000000000000000..98188e4c2809564c6d62a32d10bac83560c68bcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_139e0517993590f7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_139e0517993590f7 +-- problem_id: v2p_n10_d4b4758968bc472d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Compactness", + SUM(CAST("roundness" AS REAL)) AS total_measure, + SUM(CAST("roundness" AS REAL)) * 100.0 / SUM(SUM(CAST("roundness" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Compactness" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1736688c77d95794.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1736688c77d95794.sql new file mode 100644 index 0000000000000000000000000000000000000000..6197f41854c836c9e9d34d32269ae99cc651da86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1736688c77d95794.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_1736688c77d95794 +-- problem_id: v2p_n10_0ac6c8aa35904db6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "MajorAxisLength", + SUM(CAST("Perimeter" AS REAL)) AS "total_measure", + SUM(CAST("Perimeter" AS REAL)) * 100.0 / SUM(SUM(CAST("Perimeter" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n10" +GROUP BY "Class", "MajorAxisLength" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1813733f0f791980.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1813733f0f791980.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab5dc9c481b8aa88a030c7e5c2c5d5d85d4871a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1813733f0f791980.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1813733f0f791980 +-- problem_id: v2p_n10_9bb3e77a40181a1d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("AspectRation" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1b92aed133065780.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1b92aed133065780.sql new file mode 100644 index 0000000000000000000000000000000000000000..c32b935442aaa740c537c4a1f713dbc1a753459d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1b92aed133065780.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_1b92aed133065780 +-- problem_id: v2p_n10_5613bcf3ccde6023 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Area", + SUM(CAST("ShapeFactor4" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor4" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor4" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Area" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1c4eb77dfb20c34f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1c4eb77dfb20c34f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0ef2ce71e43668128f022327fc58c758ecb9a12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1c4eb77dfb20c34f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1c4eb77dfb20c34f +-- problem_id: v2p_n10_a645e0931c3a4565 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Perimeter" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1d0c1bfed651d43f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1d0c1bfed651d43f.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e377fb7d307c5788f0bc4d38ecdddf235b3ce52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1d0c1bfed651d43f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1d0c1bfed651d43f +-- problem_id: v2p_n10_749d7eac5398b86e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ShapeFactor3", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "ShapeFactor3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1e47e8f700d5b037.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1e47e8f700d5b037.sql new file mode 100644 index 0000000000000000000000000000000000000000..23bebb1b704e93136a7258f4556244e850c5c8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1e47e8f700d5b037.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_1e47e8f700d5b037 +-- problem_id: v2p_n10_7c7175493d657992 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Eccentricity" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n10" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1fe7ac2f56734367.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1fe7ac2f56734367.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b12bcdf0ddef760170756ac46310875c45036f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_1fe7ac2f56734367.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_1fe7ac2f56734367 +-- problem_id: v2p_n10_c198e1469a2acb8c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("ShapeFactor3" AS REAL) AS "ShapeFactor3", + NTILE(10) OVER (ORDER BY CAST("ShapeFactor3" AS REAL) DESC) AS "tail_bucket" + FROM "n10" + WHERE "ShapeFactor3" IS NOT NULL +) +SELECT "ShapeFactor3" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "ShapeFactor3" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2227e54a5a6f8ceb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2227e54a5a6f8ceb.sql new file mode 100644 index 0000000000000000000000000000000000000000..25684b25275d87c62cae8fb0db0ee8ea839b38b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2227e54a5a6f8ceb.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2227e54a5a6f8ceb +-- problem_id: v2p_n10_700dbb973c58f1a2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Class" AS value_label, COUNT(*) AS support + FROM "n10" + GROUP BY "Class" +) +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/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_22ff3e2ec890c58f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_22ff3e2ec890c58f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e020c9c894ac0be9c1af79411824c64fdc4747de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_22ff3e2ec890c58f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_22ff3e2ec890c58f +-- problem_id: v2p_n10_e2c715c9a4bf3abc +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("AspectRation" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2300fa68ad2971be.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2300fa68ad2971be.sql new file mode 100644 index 0000000000000000000000000000000000000000..56b1dc65c0efda493562f0dfa301926c2bd4c824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2300fa68ad2971be.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_2300fa68ad2971be +-- problem_id: v2p_n10_61597f36bbd46018 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Area", + CAST("Area" AS REAL) AS "Area_num", + NTILE(10) OVER (ORDER BY CAST("Area" AS REAL) DESC) AS tail_bucket + FROM "n10" + WHERE "Area" IS NOT NULL +) +SELECT "Area" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "Area_num" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2364338db8f068f0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2364338db8f068f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..978a9d56ad53e4069c5aecc1f577c54353572736 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2364338db8f068f0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2364338db8f068f0 +-- problem_id: v2p_n10_c163988d98dbbcf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n10" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_243516bd9d239162.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_243516bd9d239162.sql new file mode 100644 index 0000000000000000000000000000000000000000..aea74f286e050f5f0ab09c4357103daec61cd57a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_243516bd9d239162.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_243516bd9d239162 +-- problem_id: v2p_n10_0d1ceec1824d9963 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Perimeter", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "Perimeter" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2508ae42bf4d06e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2508ae42bf4d06e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..e501c8f3ec8788f8f3359d03ca3d3862cb91e433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2508ae42bf4d06e2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2508ae42bf4d06e2 +-- problem_id: v2p_n10_360d3b30176cae7c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("MajorAxisLength" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2630492122fcac6f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2630492122fcac6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..62c8a722d958f1d13c1afd284206ebba2c7e5324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2630492122fcac6f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_2630492122fcac6f +-- problem_id: v2p_n10_56c94ad0312b0bca +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("roundness" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("roundness" AS REAL)) > 0.916869 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_265eaf3da123b00b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_265eaf3da123b00b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0cc4c20b1104787cf355dc2fd86ba67125ecc25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_265eaf3da123b00b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_265eaf3da123b00b +-- problem_id: v2p_n10_4f44852d7fe683b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n10" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_283650c46cc34180.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_283650c46cc34180.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f11ff6001d30e397d1925b1ba6101cb4f93c9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_283650c46cc34180.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_283650c46cc34180 +-- problem_id: v2p_n10_d29fc73bacefc6d3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("EquivDiameter" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n10" +WHERE "Class" IS NOT NULL + AND "EquivDiameter" IS NOT NULL + AND TRIM("EquivDiameter") <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2944dc1a0d5d02f9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2944dc1a0d5d02f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe01f95db338ea3ec04ff6fff2f35ce5d5904fa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2944dc1a0d5d02f9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_2944dc1a0d5d02f9 +-- problem_id: v2p_n10_981f742eda973258 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Extent" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Extent" AS REAL)) > 0.778107 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2bd7a792c9743818.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2bd7a792c9743818.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ceb69982608435cd5135610ef0c1545d6029976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2bd7a792c9743818.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2bd7a792c9743818 +-- problem_id: v2p_n10_1bbcb149dc426bb4 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n10" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2fca837bd58fe111.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2fca837bd58fe111.sql new file mode 100644 index 0000000000000000000000000000000000000000..fae2fa8ed9516b72f7825ba7219e96ecc6a60e48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_2fca837bd58fe111.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_2fca837bd58fe111 +-- problem_id: v2p_n10_56435b852c2e5c77 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("ShapeFactor1" AS REAL) <= 0.007271 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3423327883e390dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3423327883e390dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..134d46ffae913bf40739bd7156ae2f123da22ab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3423327883e390dc.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_3423327883e390dc +-- problem_id: v2p_n10_9f31d02df353f838 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor3" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35a4e581af668255.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35a4e581af668255.sql new file mode 100644 index 0000000000000000000000000000000000000000..36c865daef4b9ba21a0f7dbf424e693545c8233f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35a4e581af668255.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_35a4e581af668255 +-- problem_id: v2p_n10_c2f27734aad44751 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("ConvexArea" AS REAL) AS "ConvexArea", + CUME_DIST() OVER ( + PARTITION BY "Class" + ORDER BY CAST("ConvexArea" AS REAL) + ) AS "cume_dist_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ConvexArea" IS NOT NULL +), +"thresholded" AS ( + SELECT + "Class", + "ConvexArea", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY "cume_dist_value", "ConvexArea" + ) AS "rn" + FROM "ranked" + WHERE "cume_dist_value" >= 0.9 +) +SELECT + "Class", + "ConvexArea" AS "percentile_measure" +FROM "thresholded" +WHERE "rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35d4a94ea5b7d7a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35d4a94ea5b7d7a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..78aeaf1efb980c7b4fb242de2ac271799b7d49f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_35d4a94ea5b7d7a3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_35d4a94ea5b7d7a3 +-- problem_id: v2p_n10_3a24ee4961e3651a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ShapeFactor2", + COUNT(*) AS support, + AVG("MajorAxisLength") AS avg_response +FROM "n10" +GROUP BY "ShapeFactor2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_360d62a377f641f2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_360d62a377f641f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..1af4a086880057c6c4cef4c7cbb132b588f975b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_360d62a377f641f2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_360d62a377f641f2 +-- problem_id: v2p_n10_3e43429f04d8191e +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor4", + SUM(CAST("ShapeFactor3" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor3" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor3" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3639ec7682c72c36.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3639ec7682c72c36.sql new file mode 100644 index 0000000000000000000000000000000000000000..d10bf035a62f89973dd1f1a62ecd8905e8ec9ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3639ec7682c72c36.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_3639ec7682c72c36 +-- problem_id: v2p_n10_c1092332f5264851 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("EquivDiameter" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36ca7734f143fcd1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36ca7734f143fcd1.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e7599b51b9e60646e44f0adee41afdea5fa8c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36ca7734f143fcd1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_36ca7734f143fcd1 +-- problem_id: v2p_n10_71c57960abbf2ee7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor1", + SUM(CAST("Compactness" AS REAL)) AS total_measure, + SUM(CAST("Compactness" AS REAL)) * 100.0 / SUM(SUM(CAST("Compactness" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36e3f302abd4e02e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36e3f302abd4e02e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d08eb682688cb14f910543ee8b9580db2ac2d00e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_36e3f302abd4e02e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_36e3f302abd4e02e +-- problem_id: v2p_n10_f1ee0aa8d8c6084f +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3a64c743afaf2b6a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3a64c743afaf2b6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f131249895bd88985cf3f076e35854b9a4f59c59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3a64c743afaf2b6a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_3a64c743afaf2b6a +-- problem_id: v2p_n10_26b442a923fb28cf +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Area" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3b038bcf20895710.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3b038bcf20895710.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba0b82766a710279d52d57c428c0b54e38846590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3b038bcf20895710.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_3b038bcf20895710 +-- problem_id: v2p_n10_e6f9fd440bf11dab +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Perimeter" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e71ae472aaf742f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e71ae472aaf742f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7747eaf4bc5cd4e377efee8f7046dc713eef094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e71ae472aaf742f.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_3e71ae472aaf742f +-- problem_id: v2p_n10_ffa7f111a3c75045 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "Class" AS "group_col", + CAST("roundness" AS REAL) AS "measure" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "roundness" IS NOT NULL +), +"__ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "__base" +), +"__params" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.9) + 1.0 AS "h", + CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) AS "h_floor", + CASE + WHEN CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) < ((("cnt" - 1) * 0.9) + 1.0) + THEN CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) + END AS "h_ceil" + FROM "__ranked" +) +SELECT + "p"."group_col" AS "Class", + CASE + WHEN "p"."h_floor" = "p"."h_ceil" THEN MAX(CASE WHEN "r"."rn" = "p"."h_floor" THEN "r"."measure" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."h_floor" THEN "r"."measure" END) * ("p"."h_ceil" - "p"."h") + + MAX(CASE WHEN "r"."rn" = "p"."h_ceil" THEN "r"."measure" END) * ("p"."h" - "p"."h_floor") + END AS "percentile_measure" +FROM "__params" AS "p" +JOIN "__ranked" AS "r" + ON "r"."group_col" = "p"."group_col" +GROUP BY + "p"."group_col", + "p"."h", + "p"."h_floor", + "p"."h_ceil" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e7f8a92a65279b8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e7f8a92a65279b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a1e10ad5e9268de62efe0b3e4446ec674578f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3e7f8a92a65279b8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_3e7f8a92a65279b8 +-- problem_id: v2p_n10_4b23bc39cfb014af +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3fe0377a2db711a8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3fe0377a2db711a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f3a9c1278e884f6957b5484d03d642a85f117cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_3fe0377a2db711a8.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_3fe0377a2db711a8 +-- problem_id: v2p_n10_40cde6ff8c4e2d1b +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT "MajorAxisLength", + NTILE(10) OVER (ORDER BY CAST("MajorAxisLength" AS REAL) DESC) AS "tail_bucket" + FROM "n10" + WHERE "MajorAxisLength" IS NOT NULL +) +SELECT "MajorAxisLength" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("MajorAxisLength" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_40d7ebbdfed06f28.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_40d7ebbdfed06f28.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd8269931dda7ea261004281d05a7878f94aa6fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_40d7ebbdfed06f28.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_40d7ebbdfed06f28 +-- problem_id: v2p_n10_3200b3b55dc1a936 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("ShapeFactor1" AS REAL) AS "ShapeFactor1", + NTILE(10) OVER (ORDER BY CAST("ShapeFactor1" AS REAL) DESC) AS "tail_bucket" + FROM "n10" +) +SELECT "ShapeFactor1" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "ShapeFactor1" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_41a4d53791e2ca1d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_41a4d53791e2ca1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2619078d61fa876a627a23d323e9af8032ad38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_41a4d53791e2ca1d.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_41a4d53791e2ca1d +-- problem_id: v2p_n10_d1765cb4f87271bd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Solidity" AS REAL) AS "percentile_measure", + CUME_DIST() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Solidity" AS REAL) + ) AS "cdf" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Solidity" IS NOT NULL +) +SELECT + "Class", + MIN("percentile_measure") AS "percentile_measure" +FROM "ranked" +WHERE "cdf" >= 0.95 +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4397ebed361eb432.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4397ebed361eb432.sql new file mode 100644 index 0000000000000000000000000000000000000000..b84ce3b47dd53fae41e62c0d55b71583a5460ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4397ebed361eb432.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_4397ebed361eb432 +-- problem_id: v2p_n10_1e92ac615b6fec19 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "MinorAxisLength", + NTILE(10) OVER (ORDER BY CAST("MinorAxisLength" AS REAL) DESC) AS "tail_bucket" + FROM "n10" +) +SELECT "MinorAxisLength" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("MinorAxisLength" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4479e40914b8971e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4479e40914b8971e.sql new file mode 100644 index 0000000000000000000000000000000000000000..926e94b215eb7f9807040526e623ee19cbdf2ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4479e40914b8971e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_4479e40914b8971e +-- problem_id: v2p_n10_d9516cea7e6952d8 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("ShapeFactor3" AS REAL) <= 0.696006 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_44fea138f38b7115.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_44fea138f38b7115.sql new file mode 100644 index 0000000000000000000000000000000000000000..09671296240b53f08aefe54d8c5a7912e35315bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_44fea138f38b7115.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_44fea138f38b7115 +-- problem_id: v2p_n10_dcf0d00f1fa12e86 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_45e39854a4893765.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_45e39854a4893765.sql new file mode 100644 index 0000000000000000000000000000000000000000..5680f84c09a8b8fc51370cb809b3b26d53cfba95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_45e39854a4893765.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_45e39854a4893765 +-- problem_id: v2p_n10_a5be6747622a1984 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("MajorAxisLength" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_46f9736c87569a30.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_46f9736c87569a30.sql new file mode 100644 index 0000000000000000000000000000000000000000..e62acc50404d560f6d8c66612c300ace2f7cc106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_46f9736c87569a30.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_46f9736c87569a30 +-- problem_id: v2p_n10_d89286a7b64c19aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("AspectRation" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("AspectRation" AS REAL)) > 1.707109 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4bd7ed61059acc0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4bd7ed61059acc0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..64997ce185f202c3b5c1cd03bb92debdbcabee40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_4bd7ed61059acc0c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_4bd7ed61059acc0c +-- problem_id: v2p_n10_2b933c285f29c267 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("MinorAxisLength" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_50fe46901c61b972.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_50fe46901c61b972.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6fcf9509d85896cff99a228d6d123a32229abb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_50fe46901c61b972.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_50fe46901c61b972 +-- problem_id: v2p_n10_0b1732ca60dfb288 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n10" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53c8b3d554d7241f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53c8b3d554d7241f.sql new file mode 100644 index 0000000000000000000000000000000000000000..7646a2a0d54cad41349375da75a0ea2be60d85c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53c8b3d554d7241f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_53c8b3d554d7241f +-- problem_id: v2p_n10_6be78a855e466f26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MinorAxisLength", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "MinorAxisLength" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53fcd1bdf5f50543.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53fcd1bdf5f50543.sql new file mode 100644 index 0000000000000000000000000000000000000000..656fd3c48e94fb3ab2767f04bf10e730778859fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_53fcd1bdf5f50543.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_53fcd1bdf5f50543 +-- problem_id: v2p_n10_04a72a6a394f020b +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_573f651b0b9ac9c0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_573f651b0b9ac9c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..d18ec2a9fe5dc1afa89aa33e6ce10f717401a650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_573f651b0b9ac9c0.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_573f651b0b9ac9c0 +-- problem_id: v2p_n10_095676f1ac7c07fa +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("Perimeter" AS REAL) AS "Perimeter", + NTILE(10) OVER (ORDER BY CAST("Perimeter" AS REAL) DESC) AS "tail_bucket" + FROM "n10" + WHERE "Perimeter" IS NOT NULL +) +SELECT "Perimeter" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "Perimeter" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_59646698666aea7b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_59646698666aea7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f49ae96723bb48c6b35aaf0959e451a138a932b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_59646698666aea7b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_59646698666aea7b +-- problem_id: v2p_n10_3c9e6e4bc5c86994 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a254a048b265795.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a254a048b265795.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc591cac8efdead1e09007e3afbfcd65b32b1a53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a254a048b265795.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5a254a048b265795 +-- problem_id: v2p_n10_e127b6b4260fa620 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("MajorAxisLength" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a526f48aa8b6246.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a526f48aa8b6246.sql new file mode 100644 index 0000000000000000000000000000000000000000..de5539fb519d0cfa6547efccb7cb873c241aa016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5a526f48aa8b6246.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5a526f48aa8b6246 +-- problem_id: v2p_n10_486e7ba8c795d548 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5bb14b20ba25019f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5bb14b20ba25019f.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec172ec87d1a1eee7811c4eba002f18d9b2d507b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5bb14b20ba25019f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5bb14b20ba25019f +-- problem_id: v2p_n10_0d7a08e94d203db9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5ce17ea803dda51d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5ce17ea803dda51d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d890a019fe10dff7d0840c8306b92fda7cc55a19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5ce17ea803dda51d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_5ce17ea803dda51d +-- problem_id: v2p_n10_ca08e01841d2f064 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("ShapeFactor2" AS REAL) AS "ShapeFactor2", + NTILE(10) OVER (ORDER BY CAST("ShapeFactor2" AS REAL) DESC) AS tail_bucket + FROM "n10" +) +SELECT "ShapeFactor2" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "ShapeFactor2" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5cf20ecaf82abe4c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5cf20ecaf82abe4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2b7e35b0d2cbfeeb4b724eff4e0420895613f78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5cf20ecaf82abe4c.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5cf20ecaf82abe4c +-- problem_id: v2p_n10_cf4557eda33594d2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("EquivDiameter" AS REAL) AS "EquivDiameter", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("EquivDiameter" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "EquivDiameter" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "Class", + "EquivDiameter" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "Class", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5de0b0410a287e03.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5de0b0410a287e03.sql new file mode 100644 index 0000000000000000000000000000000000000000..47b9763eedabb93a2831856e07f5c57b87fcc100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5de0b0410a287e03.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5de0b0410a287e03 +-- problem_id: v2p_n10_5aeb9e253b1fdb4e +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Class", + CAST("AspectRation" AS REAL) AS "measure_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "AspectRation" IS NOT NULL + AND TRIM("AspectRation") <> '' +), +"stats" AS ( + SELECT + "Class", + COUNT(*) AS "n", + (1.0 + (COUNT(*) - 1) * 0.95) AS "pos" + FROM "base" + GROUP BY "Class" + HAVING COUNT(*) >= 5 +), +"ordered" AS ( + SELECT + "Class", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY "measure_value" + ) AS "rn" + FROM "base" +) +SELECT + s."Class", + CASE + WHEN CAST(s."pos" AS INTEGER) = s."pos" THEN + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) THEN o."measure_value" END) + + (s."pos" - CAST(s."pos" AS INTEGER)) * ( + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) + 1 THEN o."measure_value" END) - + MAX(CASE WHEN o."rn" = CAST(s."pos" AS INTEGER) THEN o."measure_value" END) + ) + END AS "percentile_measure" +FROM "stats" AS s +JOIN "ordered" AS o + ON o."Class" = s."Class" +GROUP BY s."Class", s."pos" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5e347a1024790ebd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5e347a1024790ebd.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a2f534a01b05a6651e92f3788efc2cacd98b4ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5e347a1024790ebd.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_5e347a1024790ebd +-- problem_id: v2p_n10_e1eeee4f1ba26143 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Eccentricity" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5ea9b134cdcae430.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5ea9b134cdcae430.sql new file mode 100644 index 0000000000000000000000000000000000000000..f49119a8a921fcc95ed2ea0dbf78abf7f750f664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_5ea9b134cdcae430.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_5ea9b134cdcae430 +-- problem_id: v2p_n10_6c876397a68cd088 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("MajorAxisLength" AS REAL) <= 376.495012 THEN 1.0 ELSE 0.0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_60407fc1b0368970.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_60407fc1b0368970.sql new file mode 100644 index 0000000000000000000000000000000000000000..b893262e640c8da8064961a3deab23682183e8ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_60407fc1b0368970.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_60407fc1b0368970 +-- problem_id: v2p_n10_e8aa977783992390 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("ConvexArea" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6084e86613f7afdd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6084e86613f7afdd.sql new file mode 100644 index 0000000000000000000000000000000000000000..b55d3b800665d53080f2be8061bb4826d874793b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6084e86613f7afdd.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_6084e86613f7afdd +-- problem_id: v2p_n10_54e92189f1e938a5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class" AS "group_col", + CAST("Extent" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Extent" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Extent" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "group_col", + (1.0 + (0.95 * ("cnt" - 1))) AS "pos", + CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_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) + 1 + ELSE CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) + END AS "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + l."measure" AS "lower_val", + u."measure" AS "upper_val" + FROM "positions" AS p + JOIN "ranked" AS l + ON l."group_col" = p."group_col" + AND l."rn" = p."lower_rn" + JOIN "ranked" AS u + ON u."group_col" = p."group_col" + AND u."rn" = p."upper_rn" +) +SELECT + "group_col" AS "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_614b210b268234a1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_614b210b268234a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ea05be2edd1f2eb17b2c3eceed3294a75acfb31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_614b210b268234a1.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_614b210b268234a1 +-- problem_id: v2p_n10_475d4edc8b128634 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Extent" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_64c48663725f74f4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_64c48663725f74f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab4739fce867a366cdbc12faf908fe291fcc358b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_64c48663725f74f4.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_64c48663725f74f4 +-- problem_id: v2p_n10_f3cb26f084b52e88 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("ShapeFactor1" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("ShapeFactor1" AS REAL) + ) AS "pos", + COUNT(*) OVER (PARTITION BY "Class") AS "n" + FROM "n10" + WHERE "ShapeFactor1" IS NOT NULL +), +"params" AS ( + SELECT + "Class", + "n", + (1.0 + 0.95 * ("n" - 1)) AS "rn" + FROM "ordered" + GROUP BY "Class", "n" + HAVING "n" >= 5 +), +"bounds" AS ( + SELECT + "Class", + "rn", + CAST("rn" AS INTEGER) AS "lower_pos", + CASE + WHEN "rn" = CAST("rn" AS INTEGER) THEN CAST("rn" AS INTEGER) + ELSE CAST("rn" AS INTEGER) + 1 + END AS "upper_pos" + FROM "params" +) +SELECT + b."Class", + CASE + WHEN b."lower_pos" = b."upper_pos" THEN + MAX(CASE WHEN o."pos" = b."lower_pos" THEN o."measure_value" END) + ELSE + (b."upper_pos" - b."rn") * MAX(CASE WHEN o."pos" = b."lower_pos" THEN o."measure_value" END) + + (b."rn" - b."lower_pos") * MAX(CASE WHEN o."pos" = b."upper_pos" THEN o."measure_value" END) + END AS "percentile_measure" +FROM "bounds" AS b +JOIN "ordered" AS o + ON o."Class" = b."Class" +GROUP BY b."Class", b."rn", b."lower_pos", b."upper_pos" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_685a254827f9ac3c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_685a254827f9ac3c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0573937f902ff2431531533aa959b156f1518a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_685a254827f9ac3c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_685a254827f9ac3c +-- problem_id: v2p_n10_53bdcfe0e3ca2f3a +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("ConvexArea" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_689659ca56fa4f43.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_689659ca56fa4f43.sql new file mode 100644 index 0000000000000000000000000000000000000000..77598281c80ba76a74b4ead175e3bdb736b70760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_689659ca56fa4f43.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_689659ca56fa4f43 +-- problem_id: v2p_n10_3570409b9a8a7cbf +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor1" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6a3713945955a545.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6a3713945955a545.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e1ecb4bab03a497e3a95637d53b5e2fa093b05f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6a3713945955a545.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_6a3713945955a545 +-- problem_id: v2p_n10_27204739f7c88744 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6c3066f301f60d9a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6c3066f301f60d9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..97b60aba39eceaa01ee5a7f81fa9a7ad72c859b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6c3066f301f60d9a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_6c3066f301f60d9a +-- problem_id: v2p_n10_615d5a187e691869 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6c5946ee0e8dca68.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6c5946ee0e8dca68.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f84feb76732d3359fb499fab5d3c65a90f0b93b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6c5946ee0e8dca68.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_6c5946ee0e8dca68 +-- problem_id: v2p_n10_6a18a6b7c02bc7dd +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "roundness", + SUM(CAST("Solidity" AS REAL)) AS total_measure, + SUM(CAST("Solidity" AS REAL)) * 100.0 / SUM(SUM(CAST("Solidity" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "roundness" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6d52dd6603dbcb90.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6d52dd6603dbcb90.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d4aff470f27aa13d7577de73817ebee51918502 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6d52dd6603dbcb90.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_6d52dd6603dbcb90 +-- problem_id: v2p_n10_9cd05ea454ae6280 +-- realization_mode: agent +-- source_kind: agent +SELECT + t."Class", + t."Solidity", + t.total_measure, + t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t."Class") AS share_within_group +FROM ( + SELECT + "Class", + "Solidity", + SUM(CAST("Extent" AS REAL)) AS total_measure + FROM "n10" + GROUP BY "Class", "Solidity" +) AS t +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6e536f870eb27767.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6e536f870eb27767.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8bbad2ba09fbf49c8ac289ce5f3606f044764c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6e536f870eb27767.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_6e536f870eb27767 +-- problem_id: v2p_n10_f530474b51560934 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Compactness", + SUM(CAST("roundness" AS REAL)) AS total_measure, + SUM(CAST("roundness" AS REAL)) * 100.0 / SUM(SUM(CAST("roundness" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +WHERE "Class" IS NOT NULL AND "Compactness" IS NOT NULL AND "roundness" IS NOT NULL +GROUP BY "Class", "Compactness" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6eaed2b87eaf3fa3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6eaed2b87eaf3fa3.sql new file mode 100644 index 0000000000000000000000000000000000000000..19921914d236d68f3b8c07b497020b7ee7fffc07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6eaed2b87eaf3fa3.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_6eaed2b87eaf3fa3 +-- problem_id: v2p_n10_aba4e10e5e8a0904 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG("Perimeter_num") OVER (PARTITION BY "Class") AS "avg_measure" +FROM ( + SELECT + "Class", + CAST("Perimeter" AS REAL) AS "Perimeter_num" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Perimeter" IS NOT NULL + AND TRIM("Perimeter") <> '' +) AS "filtered_stable_view" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6f1cb6664e08d809.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6f1cb6664e08d809.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed73bf3d05b7d7ca3950235e92af72b623260b20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_6f1cb6664e08d809.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_6f1cb6664e08d809 +-- problem_id: v2p_n10_7104e161c3e38ba7 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("roundness" AS REAL)) AS "group_value" + FROM "n10" + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70154e0458a21109.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70154e0458a21109.sql new file mode 100644 index 0000000000000000000000000000000000000000..d165b04f8c92fdcbe1c3242e50878f8ee728c6f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70154e0458a21109.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_70154e0458a21109 +-- problem_id: v2p_n10_10854bb9cc01b7dd +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "MajorAxisLength", + SUM(CAST("Perimeter" AS REAL)) AS total_measure, + SUM(CAST("Perimeter" AS REAL)) * 100.0 / SUM(SUM(CAST("Perimeter" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "MajorAxisLength" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70986802dcd5ce33.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70986802dcd5ce33.sql new file mode 100644 index 0000000000000000000000000000000000000000..d491015f081739db4e2cf07672ec66a6e2ffe8f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_70986802dcd5ce33.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_70986802dcd5ce33 +-- problem_id: v2p_n10_f4793bf59871624b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Compactness", + COUNT(*) AS support, + AVG("Area") AS avg_response +FROM "n10" +GROUP BY "Compactness" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7333c5818a7a4959.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7333c5818a7a4959.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c581ed230c2ec454b5f9b1191ea3d7fa430a6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7333c5818a7a4959.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_7333c5818a7a4959 +-- problem_id: v2p_n10_539bb301ea792890 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n10" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_73b62d16ef3dfd63.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_73b62d16ef3dfd63.sql new file mode 100644 index 0000000000000000000000000000000000000000..65f5cc218d33355b2b9b7713a34a02dc94722e8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_73b62d16ef3dfd63.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_73b62d16ef3dfd63 +-- problem_id: v2p_n10_bca9d73443b15737 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Solidity" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Solidity" AS REAL)) > 0.990013 +ORDER BY "total_measure" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_76e77060ecc521f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_76e77060ecc521f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..358072621e96e8916582d2318e00040ad37c095f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_76e77060ecc521f1.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_76e77060ecc521f1 +-- problem_id: v2p_n10_090b8c77fad609ce +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_77166c05c9f946b9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_77166c05c9f946b9.sql new file mode 100644 index 0000000000000000000000000000000000000000..49101a70dd9736d82b91d82bc01a663bd14c10b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_77166c05c9f946b9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_77166c05c9f946b9 +-- problem_id: v2p_n10_9f4a59a843fe20e2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("AspectRation" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n10" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7733bf5fd589f89f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7733bf5fd589f89f.sql new file mode 100644 index 0000000000000000000000000000000000000000..acc8817489a5bd7a99160244ea3a3fa5ff6efa46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7733bf5fd589f89f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_7733bf5fd589f89f +-- problem_id: v2p_n10_5ff51f59c3b47709 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Class" AS value_label, COUNT(*) AS support + FROM "n10" + GROUP BY "Class" +), 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/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_777785d1429c0753.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_777785d1429c0753.sql new file mode 100644 index 0000000000000000000000000000000000000000..92972be176a7b9a8597c5863d9fc97801b357b06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_777785d1429c0753.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n10_777785d1429c0753 +-- problem_id: v2p_n10_7c124f2241ead256 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "ShapeFactor4", + NTILE(10) OVER (ORDER BY CAST("ShapeFactor4" AS REAL) DESC) AS "tail_bucket" + FROM "n10" + WHERE "ShapeFactor4" IS NOT NULL +) +SELECT "ShapeFactor4" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("ShapeFactor4" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7aefe5ed319e7497.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7aefe5ed319e7497.sql new file mode 100644 index 0000000000000000000000000000000000000000..02d52a78b5f8aa7b4fba59a80d09c0ba22c51fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7aefe5ed319e7497.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_7aefe5ed319e7497 +-- problem_id: v2p_n10_e60ad2035bdf75bb +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" ASC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7d33a49bb0a3671d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7d33a49bb0a3671d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fe80045cd0295c70c37c87a779539440af8b5c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_7d33a49bb0a3671d.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_low_support_group_count_v2 +-- query_record_id: v2q_n10_7d33a49bb0a3671d +-- problem_id: v2p_n10_1be3d198ef914fab +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_810851ef6ae532f9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_810851ef6ae532f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdf9ea97e7d821438b1061857962c23180d4e8cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_810851ef6ae532f9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_810851ef6ae532f9 +-- problem_id: v2p_n10_4e5f78e4d4a7db16 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Extent", + COUNT(*) AS support, + AVG("MajorAxisLength") AS avg_response +FROM "n10" +GROUP BY "Extent" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_85824ca0fdea7f6f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_85824ca0fdea7f6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b500cc459d0a0563d4a5bbb6addd582343dbea7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_85824ca0fdea7f6f.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_85824ca0fdea7f6f +-- problem_id: v2p_n10_63266bd5c30492a7 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("Area" AS REAL)) AS "group_value" + FROM "n10" + GROUP BY "Class" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8b961cc6bf790df8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8b961cc6bf790df8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dfa4e24e90e061e79ec229070a3d411e85d1818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8b961cc6bf790df8.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_8b961cc6bf790df8 +-- problem_id: v2p_n10_f3b39a8955f1bbf7 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("AspectRation" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("AspectRation" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Class") AS "cnt" + FROM "n10" + WHERE "AspectRation" IS NOT NULL + AND TRIM("AspectRation") <> '' +), +"positions" AS ( + SELECT DISTINCT + "Class", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."Class", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_val" + FROM "positions" AS p + JOIN "ordered" AS o + ON o."Class" = p."Class" + GROUP BY p."Class", p."pos", p."lower_rn", p."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8d283e28c3617ce0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8d283e28c3617ce0.sql new file mode 100644 index 0000000000000000000000000000000000000000..826796e0acd4bd6eae2118f3d06f9788c5cb1ca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_8d283e28c3617ce0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_8d283e28c3617ce0 +-- problem_id: v2p_n10_62b75d0e55e61c50 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("AspectRation" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_908f136a6b654950.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_908f136a6b654950.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d06f52b3472bcb200ccadaa79f4a37bb55114f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_908f136a6b654950.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_908f136a6b654950 +-- problem_id: v2p_n10_fca9d2c74ddc4186 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + SUM(CAST("MinorAxisLength" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_90a7f53807731b4e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_90a7f53807731b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bc39b7047d3a2efc0d1212570104d6734fd7473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_90a7f53807731b4e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_90a7f53807731b4e +-- problem_id: v2p_n10_06bf81332dfbecfe +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "Perimeter", + SUM(CAST("Area" AS REAL)) AS "total_measure", + SUM(CAST("Area" AS REAL)) * 100.0 / SUM(SUM(CAST("Area" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n10" +GROUP BY "Class", "Perimeter" +ORDER BY "share_within_group" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_921b6a76aaafa66c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_921b6a76aaafa66c.sql new file mode 100644 index 0000000000000000000000000000000000000000..86def0e990b3648d43bc7a8149daffd70c448b5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_921b6a76aaafa66c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_921b6a76aaafa66c +-- problem_id: v2p_n10_f2d3c0f243a83885 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9350afc60af2ce30.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9350afc60af2ce30.sql new file mode 100644 index 0000000000000000000000000000000000000000..db2b03a7911ce27b7f04e26bb3ebc105575650bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9350afc60af2ce30.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_9350afc60af2ce30 +-- problem_id: v2p_n10_cdb242f7c7539754 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Eccentricity" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_949420351d177f99.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_949420351d177f99.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e8d7ee0194ec857986146d3e91d09e1783635fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_949420351d177f99.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_949420351d177f99 +-- problem_id: v2p_n10_cd64003bf08fc4d7 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("ConvexArea" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("ConvexArea" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Class") AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ConvexArea" IS NOT NULL +), +"positions" AS ( + SELECT + "Class", + 1.0 + (MAX("cnt") - 1) * 0.95 AS "pos" + FROM "ordered" + GROUP BY "Class" +), +"bounds" AS ( + SELECT + "Class", + "pos", + CAST("pos" AS INTEGER) AS "lower_rn", + CASE + WHEN ABS("pos" - CAST("pos" AS INTEGER)) < 1e-12 THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END AS "upper_rn" + FROM "positions" +), +"picked" AS ( + SELECT + b."Class", + b."pos", + b."lower_rn", + b."upper_rn", + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure_value" END) AS "upper_val" + FROM "bounds" AS b + JOIN "ordered" AS o + ON o."Class" = b."Class" + GROUP BY b."Class", b."pos", b."lower_rn", b."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_94e20d7423bc4ab5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_94e20d7423bc4ab5.sql new file mode 100644 index 0000000000000000000000000000000000000000..87235f8d0c95f62885bbe162f02fbdd8c9a1b2cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_94e20d7423bc4ab5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_94e20d7423bc4ab5 +-- problem_id: v2p_n10_ec36cdd5f7503e8b +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("AspectRation" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("AspectRation" AS REAL)) > 1.637208 +ORDER BY "total_measure" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_980feaaddfc678b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_980feaaddfc678b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..dce1f1ff5bdc5cb708622c2ad316b5d065f174c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_980feaaddfc678b6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_980feaaddfc678b6 +-- problem_id: v2p_n10_dc566a362ed34ecb +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Compactness" AS REAL)) > 0.820544 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9852ae87a04d10c9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9852ae87a04d10c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bdad7059afd9a9a88f73e26641307409aaaade6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9852ae87a04d10c9.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_9852ae87a04d10c9 +-- problem_id: v2p_n10_699e2715fb4e74aa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_996a135f9a1da279.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_996a135f9a1da279.sql new file mode 100644 index 0000000000000000000000000000000000000000..d89d53cbf8a234de3107a00686f15a23967a3003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_996a135f9a1da279.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_996a135f9a1da279 +-- problem_id: v2p_n10_dd678fde8a209a98 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Solidity", + SUM(CAST("Extent" AS REAL)) AS total_measure, + SUM(CAST("Extent" AS REAL)) * 100.0 / SUM(SUM(CAST("Extent" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Solidity" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9ad3be9125be9a72.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9ad3be9125be9a72.sql new file mode 100644 index 0000000000000000000000000000000000000000..085347d4376bbb150aa1a8193b1f9249c499d750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9ad3be9125be9a72.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_9ad3be9125be9a72 +-- problem_id: v2p_n10_c32be8866cf82b3e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Compactness" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Compactness" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Compactness" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Class", + "cnt", + (1.0 + (0.95 * ("cnt" - 1))) AS "rank_pos", + CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lower_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 "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + p."Class", + p."rank_pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure_value" END) AS "upper_value" + FROM "positions" AS p + JOIN "ranked" AS r + ON r."Class" = p."Class" + GROUP BY + p."Class", + p."rank_pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("rank_pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9b763d78d096788d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9b763d78d096788d.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd3dd7d5da259e0fec7a38fd646522113d93d3ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_9b763d78d096788d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_9b763d78d096788d +-- problem_id: v2p_n10_d2468a302f3e9c6f +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("MajorAxisLength" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a0f5e6317c42fcc8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a0f5e6317c42fcc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0abcf4a08137e6500277e4a2178629862f35ad97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a0f5e6317c42fcc8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_a0f5e6317c42fcc8 +-- problem_id: v2p_n10_78a823b666463693 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a29b8a41dc89f6ee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a29b8a41dc89f6ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccada68a0f12fcd0c3206bba6cc1fbf20b41f619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a29b8a41dc89f6ee.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_a29b8a41dc89f6ee +-- problem_id: v2p_n10_8981298647f44d5c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("ShapeFactor1" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "Class" + ORDER BY CAST("ShapeFactor1" AS REAL) + ) AS "cdf" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ShapeFactor1" IS NOT NULL + AND "ShapeFactor1" <> '' +) +SELECT + "Class", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "cdf" >= 0.9 +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a4b8a49647b3bfab.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a4b8a49647b3bfab.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3d90403599cab825d115590ea0a8132b0f4a7fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a4b8a49647b3bfab.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_low_support_group_count_v2 +-- query_record_id: v2q_n10_a4b8a49647b3bfab +-- problem_id: v2p_n10_b2bb1dde01ec725b +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a532a80ac5ff084e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a532a80ac5ff084e.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf956368c57141f2805812fa43076ba7e736317b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a532a80ac5ff084e.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_a532a80ac5ff084e +-- problem_id: v2p_n10_59a88580e24d2669 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a725a862fcaee0e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a725a862fcaee0e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..85789fb5371141ee708b29cc38b37478827b6797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_a725a862fcaee0e2.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_a725a862fcaee0e2 +-- problem_id: v2p_n10_91542b15bd18caa4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor4" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac76561463fb5dbc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac76561463fb5dbc.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9b1cefa34761ab56b020b57b3f8e5023963c72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac76561463fb5dbc.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_ac76561463fb5dbc +-- problem_id: v2p_n10_9eedb0d29d77a1d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Perimeter", + SUM(CAST("Area" AS REAL)) AS total_measure, + SUM(CAST("Area" AS REAL)) * 100.0 / SUM(SUM(CAST("Area" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "Perimeter" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac85b23a533e13b7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac85b23a533e13b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e003a3cbc673b4fc847ba8becbf0759e9759940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ac85b23a533e13b7.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_ac85b23a533e13b7 +-- problem_id: v2p_n10_611daf745af9a7cc +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS total_measure +FROM "n10" +WHERE "Compactness" IS NOT NULL AND TRIM("Compactness") <> '' +GROUP BY "Class" +HAVING SUM(CAST("Compactness" AS REAL)) > 0.83427 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b039c37965105a3b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b039c37965105a3b.sql new file mode 100644 index 0000000000000000000000000000000000000000..71955c402cd5ad72297c468b7fc266b46ae48503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b039c37965105a3b.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b039c37965105a3b +-- problem_id: v2p_n10_e4c04a19cb185796 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "Class" AS "Class", + CAST("Extent" AS REAL) AS "measure_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Extent" IS NOT NULL +), +"__ranked" AS ( + SELECT + "Class", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "__base" +) +SELECT + "Class", + MIN("measure_value") AS "percentile_measure" +FROM "__ranked" +WHERE "rn" >= ( + CAST((0.9 * "cnt") AS INTEGER) + + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END +) +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b2768c9e6e893a70.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b2768c9e6e893a70.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d3d14edbc66a73b3285ed0b1f5b4dd9d72f8442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b2768c9e6e893a70.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_b2768c9e6e893a70 +-- problem_id: v2p_n10_33468b8fb2462dad +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor3", + SUM(CAST("ShapeFactor2" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor2" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor3" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b74f5fb6fba942d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b74f5fb6fba942d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb524fb21273a394116a2bf7f763750c61180775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b74f5fb6fba942d9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b74f5fb6fba942d9 +-- problem_id: v2p_n10_7e3bd9b47a22711e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Solidity", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "Solidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b87810eb8849cca2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b87810eb8849cca2.sql new file mode 100644 index 0000000000000000000000000000000000000000..276ceb9b3a276a7ef9cf23f3aabb7d54bd106477 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b87810eb8849cca2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b87810eb8849cca2 +-- problem_id: v2p_n10_8cf2bbc022e3a18b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ShapeFactor1", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "ShapeFactor1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b952d778fee8a425.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b952d778fee8a425.sql new file mode 100644 index 0000000000000000000000000000000000000000..e24c475bc952696119f3bb2561a64b62b0c25d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b952d778fee8a425.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b952d778fee8a425 +-- problem_id: v2p_n10_0248ecd2a588f59b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("ConvexArea" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b9ede2379e1d7225.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b9ede2379e1d7225.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfb41fcf5f5b576f0d31305b6d2f32264aa00fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_b9ede2379e1d7225.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_b9ede2379e1d7225 +-- problem_id: v2p_n10_a2dddb8d30d8a410 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Area" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bb98b16fe150fc5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bb98b16fe150fc5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0eae0bdb7bfe4ea45fbea0e791148e9e0aafdf99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bb98b16fe150fc5d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bb98b16fe150fc5d +-- problem_id: v2p_n10_043f7a3018a6bfe0 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bc1b84355ccfd232.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bc1b84355ccfd232.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed84f22d642ac08dab89abf8918a6f502e8423e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bc1b84355ccfd232.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bc1b84355ccfd232 +-- problem_id: v2p_n10_978689e948ec6a09 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ConvexArea", + COUNT(*) AS support, + AVG("Area") AS avg_response +FROM "n10" +GROUP BY "ConvexArea" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bd10325486b0edde.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bd10325486b0edde.sql new file mode 100644 index 0000000000000000000000000000000000000000..b06ce8d73ec3bb7c2a495b62a98ce2e1610e739a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bd10325486b0edde.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_bd10325486b0edde +-- problem_id: v2p_n10_f08496a0e5848a69 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n10" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_befc21030b543c69.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_befc21030b543c69.sql new file mode 100644 index 0000000000000000000000000000000000000000..85ad61bfab7f6fe29d3cf2e30e8b071613209a95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_befc21030b543c69.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_befc21030b543c69 +-- problem_id: v2p_n10_7f5c309796db07d2 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("Area" AS REAL) <= 61332.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf168afbdada69ed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf168afbdada69ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dc4e622f1546286fc760e4871981c7b1e18e804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf168afbdada69ed.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bf168afbdada69ed +-- problem_id: v2p_n10_0753093696d15ab7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("MinorAxisLength" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +WHERE "Class" IS NOT NULL + AND NULLIF("MinorAxisLength", '') IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf4adb333a082b92.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf4adb333a082b92.sql new file mode 100644 index 0000000000000000000000000000000000000000..d686e074b4ab09a6da597ac95692eb5e141938f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bf4adb333a082b92.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_bf4adb333a082b92 +-- problem_id: v2p_n10_bffc0368243e2755 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS condition_rate +FROM "n10" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bffb3c5e96642b61.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bffb3c5e96642b61.sql new file mode 100644 index 0000000000000000000000000000000000000000..fddd24268cef362dd9b052f378e5ad028d795efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_bffb3c5e96642b61.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_bffb3c5e96642b61 +-- problem_id: v2p_n10_5a2b5fe963f62111 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c1519b87400c1abf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c1519b87400c1abf.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a5ff469adbe42fe42f59b632b304ad4b363f9d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c1519b87400c1abf.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_c1519b87400c1abf +-- problem_id: v2p_n10_9a7b3dc2367e252d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("ConvexArea" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c356cfa58eceab15.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c356cfa58eceab15.sql new file mode 100644 index 0000000000000000000000000000000000000000..156fb270270d6f4bdeadfcdf63efb0249c04ae45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_c356cfa58eceab15.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_c356cfa58eceab15 +-- problem_id: v2p_n10_3975b43991795959 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor3" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cc7378bc5601eeed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cc7378bc5601eeed.sql new file mode 100644 index 0000000000000000000000000000000000000000..9992bd89b5dc3e10b3cb7bf1b72d320dc1bdf883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cc7378bc5601eeed.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_cc7378bc5601eeed +-- problem_id: v2p_n10_5b7b42af6053bf7d +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "Class", + SUM(CAST("Area" AS REAL)) AS "group_value" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Area" IS NOT NULL + AND TRIM("Area") <> '' + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."Class", + g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdc9c25da1be4002.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdc9c25da1be4002.sql new file mode 100644 index 0000000000000000000000000000000000000000..2228737a5c84a9a1e603ee246b69c3e03a57dd67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdc9c25da1be4002.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_cdc9c25da1be4002 +-- problem_id: v2p_n10_5940957d1c6301aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor2", + SUM(CAST("ShapeFactor1" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor1" AS REAL)) * 100.0 / + SUM(SUM(CAST("ShapeFactor1" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdf63f60931deddc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdf63f60931deddc.sql new file mode 100644 index 0000000000000000000000000000000000000000..db4bd565dad2570ab49415475ab82576f8b7973b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cdf63f60931deddc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_cdf63f60931deddc +-- problem_id: v2p_n10_ea54eceb75756674 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n10" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ce54082f17939842.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ce54082f17939842.sql new file mode 100644 index 0000000000000000000000000000000000000000..f169f5f8f7bdf5cbc55ff79b532dd67532818855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ce54082f17939842.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_ce54082f17939842 +-- problem_id: v2p_n10_15bea66badf66488 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Extent" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cede9d7153033628.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cede9d7153033628.sql new file mode 100644 index 0000000000000000000000000000000000000000..f959c541c09ab84f2e0c25ee12c1bc03904009f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_cede9d7153033628.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_cede9d7153033628 +-- problem_id: v2p_n10_7de7d711f41552e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor3", + SUM(CAST("ShapeFactor2" AS REAL)) AS total_measure, + SUM(CAST("ShapeFactor2" AS REAL)) * 100.0 / SUM(SUM(CAST("ShapeFactor2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor3" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d428f60641c50489.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d428f60641c50489.sql new file mode 100644 index 0000000000000000000000000000000000000000..39faa066ff4f24ab75505628158da6a0f9532dd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d428f60641c50489.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_low_support_group_count_v2 +-- query_record_id: v2q_n10_d428f60641c50489 +-- problem_id: v2p_n10_f1b1888bb02e6263 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d5110011da938a29.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d5110011da938a29.sql new file mode 100644 index 0000000000000000000000000000000000000000..89406e0ca5a60089db82b6d1835cfb0bcdcc3f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d5110011da938a29.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_d5110011da938a29 +-- problem_id: v2p_n10_c404f1b294772288 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "ShapeFactor2", + total_measure, + total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY "Class") AS share_within_group +FROM ( + SELECT + "Class", + "ShapeFactor2", + SUM(CAST("ShapeFactor1" AS REAL)) AS total_measure + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ShapeFactor2" IS NOT NULL + AND "ShapeFactor1" IS NOT NULL + GROUP BY "Class", "ShapeFactor2" +) +ORDER BY share_within_group DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d54022aac34b4441.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d54022aac34b4441.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d02024d7ed79ff61ea8fe27e70f751477ec6e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d54022aac34b4441.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_d54022aac34b4441 +-- problem_id: v2p_n10_e25bda733a70de50 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("ShapeFactor4" AS REAL) <= 0.997883 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d62570d8df9fa675.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d62570d8df9fa675.sql new file mode 100644 index 0000000000000000000000000000000000000000..36d404eb9d229617a2420b23f43eb651b285ce51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d62570d8df9fa675.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_d62570d8df9fa675 +-- problem_id: v2p_n10_9d1174612bd66586 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("roundness" AS REAL)) AS "total_measure" +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("roundness" AS REAL)) > 0.905212 +ORDER BY "total_measure" DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d63185f31f95cf85.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d63185f31f95cf85.sql new file mode 100644 index 0000000000000000000000000000000000000000..666477836971938b6c87e17445400f167605ae64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d63185f31f95cf85.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_d63185f31f95cf85 +-- problem_id: v2p_n10_0f088e1b75574ebe +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n10" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d77b742b67cb6fd0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d77b742b67cb6fd0.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbdfd8f3df8de67c316edce064b1c732aa571528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d77b742b67cb6fd0.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_d77b742b67cb6fd0 +-- problem_id: v2p_n10_7c19b960261cb695 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("roundness" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("roundness" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "roundness" IS NOT NULL +) +SELECT + "Class", + "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") AS INTEGER) + + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d787496c4d64aa7b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d787496c4d64aa7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..be83b19004f8953a0af28794e1061b99f2d2e411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d787496c4d64aa7b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_d787496c4d64aa7b +-- problem_id: v2p_n10_8fc4d1762002d1ae +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Perimeter" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d9da98e8b5c6c955.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d9da98e8b5c6c955.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d5ad3961872c8da7a2e8282aeb0f93844329002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_d9da98e8b5c6c955.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n10_d9da98e8b5c6c955 +-- problem_id: v2p_n10_f0c4ea3d5a3d37ea +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Eccentricity" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +HAVING SUM(CAST("Eccentricity" AS REAL)) > 0.791788 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_dafbc827945129aa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_dafbc827945129aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..8da83dc2cc4afa8735cd6fb02bc257e4805e9972 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_dafbc827945129aa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_dafbc827945129aa +-- problem_id: v2p_n10_0d10fd18e560f754 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n10" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_dbc96f2a7064f294.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_dbc96f2a7064f294.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec5c1c4a7f48becb025cb6cf4781523e3d5b7b02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_dbc96f2a7064f294.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_dbc96f2a7064f294 +-- problem_id: v2p_n10_aa974c9df1eff895 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "AspectRation", + COUNT(*) AS support, + AVG("MinorAxisLength") AS avg_response +FROM "n10" +GROUP BY "AspectRation" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ddc6dc41ca77afca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ddc6dc41ca77afca.sql new file mode 100644 index 0000000000000000000000000000000000000000..667df2e191d477c0220b703d233b13c0dd46fe0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ddc6dc41ca77afca.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_ddc6dc41ca77afca +-- problem_id: v2p_n10_1cba8731bcf5f795 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("ShapeFactor2" AS REAL)) AS group_value + FROM "n10" + WHERE "Class" IS NOT NULL + AND "ShapeFactor2" IS NOT NULL + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_df6fd1e9f13e6fa9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_df6fd1e9f13e6fa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c3d3af7c2e0f04886273e69633d8ba16e4268ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_df6fd1e9f13e6fa9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_df6fd1e9f13e6fa9 +-- problem_id: v2p_n10_9a4682d1af107c82 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Area" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e8ac0956ce3e9a31.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e8ac0956ce3e9a31.sql new file mode 100644 index 0000000000000000000000000000000000000000..80fff845505e6f1c02c9554d8c2542dfaf53af8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e8ac0956ce3e9a31.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_e8ac0956ce3e9a31 +-- problem_id: v2p_n10_eab79c47e37ea6cf +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Compactness" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Compactness" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Compactness" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "Class", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +) +SELECT + "Class", + "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e9657e4ce76ceea0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e9657e4ce76ceea0.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee53ced1e5b41525f99dd5a416e089b695312fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_e9657e4ce76ceea0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_e9657e4ce76ceea0 +-- problem_id: v2p_n10_6ce1c1d64e0b762e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Area", + COUNT(*) AS support, + AVG("Perimeter") AS avg_response +FROM "n10" +GROUP BY "Area" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ec8ca220e2ca3389.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ec8ca220e2ca3389.sql new file mode 100644 index 0000000000000000000000000000000000000000..51f77427291a675bcb11e4fd7ffa1ea945039291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ec8ca220e2ca3389.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_ec8ca220e2ca3389 +-- problem_id: v2p_n10_afe47c0d9e1f51f4 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("Eccentricity" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Eccentricity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Eccentricity" IS NOT NULL + AND TRIM("Eccentricity") <> '' +), +"positions" AS ( + SELECT DISTINCT + "Class", + "cnt", + (0.9 * ("cnt" - 1) + 1.0) AS "pos", + CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn", + CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + + CASE + WHEN (0.9 * ("cnt" - 1) + 1.0) > CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + "p"."Class", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn", + "lo"."measure" AS "lower_val", + "hi"."measure" AS "upper_val" + FROM "positions" AS "p" + JOIN "ordered" AS "lo" + ON "lo"."Class" = "p"."Class" + AND "lo"."rn" = "p"."lower_rn" + JOIN "ordered" AS "hi" + ON "hi"."Class" = "p"."Class" + AND "hi"."rn" = "p"."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ecc3a5a087e198c6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ecc3a5a087e198c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..be37d371ddeb446b7b7b1161f38a034160a952b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ecc3a5a087e198c6.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_ecc3a5a087e198c6 +-- problem_id: v2p_n10_210f361e61d89399 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Eccentricity" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Eccentricity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n10" + WHERE "Class" IS NOT NULL + AND "Eccentricity" IS NOT NULL +) +SELECT + "Class", + "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((("cnt" * 95) + 99) / 100) AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_eedc3f441e84dfba.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_eedc3f441e84dfba.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7e1bb44f76bdfdb55676e05c82f7642e8331f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_eedc3f441e84dfba.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n10_eedc3f441e84dfba +-- problem_id: v2p_n10_ffdd21b97fe385bd +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n10" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f01c1bb00fae3e76.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f01c1bb00fae3e76.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef31c1abe90a789821658b3b4a990f67810bc200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f01c1bb00fae3e76.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_f01c1bb00fae3e76 +-- problem_id: v2p_n10_a846d08099542c1d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("Eccentricity" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f12f8b46147e5fc0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f12f8b46147e5fc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e2066f861708b9ee6c4671bc94aa9d909bac8ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f12f8b46147e5fc0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n10_f12f8b46147e5fc0 +-- problem_id: v2p_n10_ad9de089625d86d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Area" AS REAL)) AS total_measure +FROM "n10" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f16e6195990d7182.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f16e6195990d7182.sql new file mode 100644 index 0000000000000000000000000000000000000000..349076094fb4828aefbc824bed5167eb968041e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f16e6195990d7182.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_f16e6195990d7182 +-- problem_id: v2p_n10_8e6d48c27f537f78 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("Perimeter" AS REAL) <= 977.213 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n10"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f39516426e12ae74.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f39516426e12ae74.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fd81839d5e7335ec889f0e4d49d450f2d7dccde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f39516426e12ae74.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_f39516426e12ae74 +-- problem_id: v2p_n10_0ed24c4703ccf20e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("roundness" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f8381e4c9893649e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f8381e4c9893649e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c41aee0141d5f00b34ee76130dc00dd581f1ef3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f8381e4c9893649e.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_f8381e4c9893649e +-- problem_id: v2p_n10_30eb684c433c9150 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("Compactness" AS REAL)) AS "group_value" + FROM "n10" + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9bd8eff0b2bbbe8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9bd8eff0b2bbbe8.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a971e01bd282f1c44781920cb901f94bdaec342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9bd8eff0b2bbbe8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_f9bd8eff0b2bbbe8 +-- problem_id: v2p_n10_1207fc0a5f181ec6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST(NULLIF("EquivDiameter", '') AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n10" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9fa2920ae1a4bb1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9fa2920ae1a4bb1.sql new file mode 100644 index 0000000000000000000000000000000000000000..2546459827e3414716c356419834f088b91a8272 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_f9fa2920ae1a4bb1.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n10_f9fa2920ae1a4bb1 +-- problem_id: v2p_n10_0310f31d3ab10913 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("Solidity" AS REAL)) AS group_value + FROM "n10" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_fbc308a0016be70c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_fbc308a0016be70c.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb196d586fac12c9807b1d1e4bbfb9159452bc2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_fbc308a0016be70c.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- 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_n10_fbc308a0016be70c +-- problem_id: v2p_n10_458c45963f5d95a2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "Class", + SUM(CASE WHEN "Class" = 'DERMASON' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = 'SIRA' THEN 1 ELSE 0 END) AS denominator_count + FROM "n10" + GROUP BY "Class" +) +SELECT + "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ffb1e01c75d5c8f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ffb1e01c75d5c8f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..24428797d3a7214e5858858d8ba30d17cab1844f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n10/sql/v2q_n10_ffb1e01c75d5c8f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: n10 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n10_ffb1e01c75d5c8f8 +-- problem_id: v2p_n10_989093ffc32a5527 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "ShapeFactor1", + SUM(CAST("Compactness" AS REAL)) AS total_measure, + SUM(CAST("Compactness" AS REAL)) * 100.0 / SUM(SUM(CAST("Compactness" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n10" +GROUP BY "Class", "ShapeFactor1" +ORDER BY share_within_group DESC;