diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c245d4b1a3b7f405b9db669a71be8817a43e7810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/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": "2026-05-19T16:12:01.454932+00:00", + "ended_at": "2026-05-19T16:12:04.641908+00:00", + "elapsed_ms": 3186.94, + "returncode": 1, + "prompt_metrics": { + "chars": 8823, + "bytes_utf8": 8823, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdc4495db56535785602f8566fde95f965f71737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/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": "2026-05-19T16:12:05.644371+00:00", + "ended_at": "2026-05-19T16:12:09.304155+00:00", + "elapsed_ms": 3659.74, + "returncode": 1, + "prompt_metrics": { + "chars": 8823, + "bytes_utf8": 8823, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f64619cc384b6c248192467626500754d7206d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "item_col": "X12", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f64619cc384b6c248192467626500754d7206d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "item_col": "X12", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..325b849442f4b4b82ebd2a9eedaf53832d92ecc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-2b35-7bf1-8e21-ee9d731f5b9f"} +{"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_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de4a2deb7e3236be313ea24fc3a6be8cb11c3172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-2b35-7bf1-8e21-ee9d731f5b9f"} +{"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_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbae7c7b6767397eb86699011b6c3f6fe23e6ff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3b98-7e21-8cf4-d3ffde7073f7"} +{"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_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18aaa68d3e31327a0313a40926468b9741082e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3b98-7e21-8cf4-d3ffde7073f7"} +{"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_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_002bfb04c0038154/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a917011744af8712641312e13e97143d19ef98c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/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": "2026-05-19T16:10:46.549599+00:00", + "ended_at": "2026-05-19T16:10:49.923579+00:00", + "elapsed_ms": 3373.96, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23bc7bdbd84d41f7f152dcd1be54571949d2b753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/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": "2026-05-19T16:10:50.925968+00:00", + "ended_at": "2026-05-19T16:10:54.090582+00:00", + "elapsed_ms": 3164.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b81dc459b025ecbac3f930509d75e461fca6b61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b81dc459b025ecbac3f930509d75e461fca6b61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..751b2b9966fca811e3654e1e091969f08daf063e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-06a0-7b70-8fe0-100fff91c25b"} +{"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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4584699a4f21b187c445b2b1c04d5e6880ae41e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-06a0-7b70-8fe0-100fff91c25b"} +{"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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45a381d94a1de9ca577eb7a5b3c3891155aefdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-17ba-72b0-86c7-527384310692"} +{"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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..507ce4a1f9ccd7f8ccca104f9f4da92190fe7509 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-17ba-72b0-86c7-527384310692"} +{"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_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_004ca483ea0263e1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c37a19d062d36c452d72b2fa7b207dcc697412c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/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": "2026-05-19T16:23:09.649729+00:00", + "ended_at": "2026-05-19T16:23:13.996766+00:00", + "elapsed_ms": 4346.99, + "returncode": 1, + "prompt_metrics": { + "chars": 8602, + "bytes_utf8": 8602, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72ffa5a1e8db04496b195be98161b7445577a23d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/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": "2026-05-19T16:23:15.000387+00:00", + "ended_at": "2026-05-19T16:23:21.033778+00:00", + "elapsed_ms": 6033.32, + "returncode": 1, + "prompt_metrics": { + "chars": 8602, + "bytes_utf8": 8602, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a60af82367d9268b01c6f8a9e1afcbdcec0da86a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a60af82367d9268b01c6f8a9e1afcbdcec0da86a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b9fa468b4c24301ca83ae13a0713130e6dc9b44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5dca-72f1-9a78-7a42cecf5f8d"} +{"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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1815c971f6b51d94c6f00c96ea2b32600f418de5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5dca-72f1-9a78-7a42cecf5f8d"} +{"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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6950fc0015c941f12b354c986742d40fdc75b40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-7298-7283-817b-041443b89858"} +{"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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf892fc9715b7993c3f80024db193d4838155c61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-7298-7283-817b-041443b89858"} +{"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_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_016df9bec687375b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1ba9b1896ab6a2fd82732358f653fbad88ea40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/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": "2026-05-19T16:29:26.664028+00:00", + "ended_at": "2026-05-19T16:29:30.052754+00:00", + "elapsed_ms": 3388.69, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d31fc3f9b9c13bce33a570a98301e1628dfc2954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/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": "2026-05-19T16:29:31.055141+00:00", + "ended_at": "2026-05-19T16:29:34.385951+00:00", + "elapsed_ms": 3330.75, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7006546594ac8e4d2ba75d3f13176332b4c59adf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7006546594ac8e4d2ba75d3f13176332b4c59adf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fd1def21a9134008f8d1ff5f675c2f2731c1614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-1e61-7173-9c05-fa11496f4c24"} +{"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_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6d3abee64387092bce24a10978ab7c13ed6efe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-1e61-7173-9c05-fa11496f4c24"} +{"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_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c288b30294d2b8e023df7c4567f253543a6fc58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-2f9c-7c31-a868-13dcaef56233"} +{"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_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60d68f95fbd37941d3075bf6db4663eab4d219f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-2f9c-7c31-a868-13dcaef56233"} +{"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_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1ffe71d7d2f9610b20eceb4a698c5f083c795f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/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": "2026-05-19T16:13:48.115127+00:00", + "ended_at": "2026-05-19T16:13:51.802839+00:00", + "elapsed_ms": 3687.66, + "returncode": 1, + "prompt_metrics": { + "chars": 8825, + "bytes_utf8": 8825, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94cf63d2dcecf6e6d8ecbae188b6fdd92f624290 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/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": "2026-05-19T16:13:52.804774+00:00", + "ended_at": "2026-05-19T16:13:55.667767+00:00", + "elapsed_ms": 2862.96, + "returncode": 1, + "prompt_metrics": { + "chars": 8825, + "bytes_utf8": 8825, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547870505d5637bcf419791a973e3a81ccdffebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "item_col": "X3", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..547870505d5637bcf419791a973e3a81ccdffebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "item_col": "X3", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22f9fb2a3df11d4e8a9d5d386a517ad2fd13111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-cbc1-7c91-9b67-2bd2606f8187"} +{"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_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48b1ecb224bd1dbacdb3041d86729015c87c1fb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-cbc1-7c91-9b67-2bd2606f8187"} +{"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_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e020a82572ea5c12dfaa214693b854050d30f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-de1d-7913-8df2-b487e16d3429"} +{"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_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e71b5e5145890f7a9be88ede754b6e95767aa3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-de1d-7913-8df2-b487e16d3429"} +{"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_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_043d104aa126e1ac/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79440fcdc5307620bb9dd9208140d0e009cf2144 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/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": "2026-05-19T16:29:34.390787+00:00", + "ended_at": "2026-05-19T16:29:37.957061+00:00", + "elapsed_ms": 3566.17, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c7cd15243b6936e96a845af7916f402031f530c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/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": "2026-05-19T16:29:38.961100+00:00", + "ended_at": "2026-05-19T16:29:42.538939+00:00", + "elapsed_ms": 3577.77, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9044f109ed821340cf72ade3171aeb1ef6c0fb3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9044f109ed821340cf72ade3171aeb1ef6c0fb3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7a4d141afd42ae3b7a84e71f1b693dc3554dab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-3cb1-78a3-8175-dadcc33b29de"} +{"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_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b400b8393777a181f776bf6bae34b60e3d627e67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-3cb1-78a3-8175-dadcc33b29de"} +{"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_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c75e270abe480b6dbba1dc4ea6a47dbb596c3d5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4e6f-7682-a540-b40d481ded74"} +{"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_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c597572246152f19dcdf703cc049668e43f84f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4e6f-7682-a540-b40d481ded74"} +{"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_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d267b3d480983ccb58d356b07af08a8f82e28abe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/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": "2026-05-19T16:15:38.089776+00:00", + "ended_at": "2026-05-19T16:15:41.283081+00:00", + "elapsed_ms": 3193.28, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4555fe6a5312c296489455e0f9ebbd21ffd949fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/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": "2026-05-19T16:15:42.285186+00:00", + "ended_at": "2026-05-19T16:15:48.786232+00:00", + "elapsed_ms": 6501.0, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1170b33f2eb7a9bcb5b962d0001b1af13466c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1170b33f2eb7a9bcb5b962d0001b1af13466c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aab446ec7f573316286de7f5b4efad88415d5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7957-7ad0-ad54-fedb92e984e3"} +{"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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..284c3adcbe875e49c7fec571c4424c055c726a76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-7957-7ad0-ad54-fedb92e984e3"} +{"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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42dc78cc8da5613f9d0bd4e8937e6c72c63c1a4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-89cb-7673-bcc2-dc27d4c51723"} +{"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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b93c1d5e9c525b57af1f2534eed05043276ab5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-89cb-7673-bcc2-dc27d4c51723"} +{"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_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_086d314cc9fd4539/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b78e47715b385dbcaef138333736e7aa9626d61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/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": "2026-05-19T16:20:09.556524+00:00", + "ended_at": "2026-05-19T16:20:18.235736+00:00", + "elapsed_ms": 8679.18, + "returncode": 1, + "prompt_metrics": { + "chars": 8978, + "bytes_utf8": 8978, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1d43de744ded6adfe68c677b887e929ec65ff00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/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": "2026-05-19T16:20:19.237456+00:00", + "ended_at": "2026-05-19T16:20:30.244058+00:00", + "elapsed_ms": 11006.57, + "returncode": 1, + "prompt_metrics": { + "chars": 8978, + "bytes_utf8": 8978, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c815cad1c90dc44cabc0e297defcc0270acef545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c815cad1c90dc44cabc0e297defcc0270acef545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ef6e7715180f01c1710b73487ed78f7350bf8c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9dda-79a0-8556-e34708a98346"} +{"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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..166a27e3f93d314b3a98dffc2c240099bbb6c807 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9dda-79a0-8556-e34708a98346"} +{"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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1c984d267532795a1998397037af05738af4fd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c3a5-7261-9a37-3696ed51108e"} +{"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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a39b13a1a03928e21ab1d4ec2f6efec8df0b3177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-c3a5-7261-9a37-3696ed51108e"} +{"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_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0b6530626652f4d2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4c66449482d73143956cce056936094921a9a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/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": "2026-05-19T16:19:51.155527+00:00", + "ended_at": "2026-05-19T16:19:56.007866+00:00", + "elapsed_ms": 4852.31, + "returncode": 1, + "prompt_metrics": { + "chars": 8977, + "bytes_utf8": 8977, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d5ef3e9f753689006b27cd4031db607ae955d426 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/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": "2026-05-19T16:19:57.010086+00:00", + "ended_at": "2026-05-19T16:20:00.106193+00:00", + "elapsed_ms": 3096.06, + "returncode": 1, + "prompt_metrics": { + "chars": 8977, + "bytes_utf8": 8977, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3784cc844bf70ccadf158ed11901cdba3e8cefd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3784cc844bf70ccadf158ed11901cdba3e8cefd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..559ae9062b34011461d75dab4a19eef46c7e0be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5603-7013-abe3-cbc4e65a0e0d"} +{"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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b80e2bcbef9748d4c2b0efaff57198bd52c47f0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5603-7013-abe3-cbc4e65a0e0d"} +{"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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ed6f32472d8427b377ba9aa8bbe16af642fbb36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6ce5-7eb3-ac5d-1b2ff2ab0a26"} +{"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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..75f5a2b266279ddcc2d99827599ae86b1d0393c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6ce5-7eb3-ac5d-1b2ff2ab0a26"} +{"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_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_0f312f1dc4901123/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..907f7edef99b0a9db0128e4c941469eb3bbcd9d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/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": "2026-05-19T16:14:04.009698+00:00", + "ended_at": "2026-05-19T16:14:07.189468+00:00", + "elapsed_ms": 3179.75, + "returncode": 1, + "prompt_metrics": { + "chars": 9222, + "bytes_utf8": 9222, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eae37787f6081cb46535b9e1206e1b7fc636778d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/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": "2026-05-19T16:14:08.191719+00:00", + "ended_at": "2026-05-19T16:14:11.270591+00:00", + "elapsed_ms": 3078.83, + "returncode": 1, + "prompt_metrics": { + "chars": 9222, + "bytes_utf8": 9222, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fb5ed6775db7561706d5b9969225229a079b1b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fb5ed6775db7561706d5b9969225229a079b1b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e9e4efe29d96a9256ebb071c89f9bcd5a4f6d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-09f5-73b3-9862-ea0f441cd046"} +{"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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..484b5c65cd1f5f4a9f66c70cc1a8c426c60a4c12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-09f5-73b3-9862-ea0f441cd046"} +{"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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bff20021fe6027b7b4363ffab29a74e7fbf437da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1a44-75a2-b6f8-66251a1d323a"} +{"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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf0e5104307b9e8a5e2432a5cbf6217421479460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1a44-75a2-b6f8-66251a1d323a"} +{"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_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1036168da76f370e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..705c8e4a06731ebe678d06e03d65cdd9bb93cada --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/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": "2026-05-19T16:25:38.315570+00:00", + "ended_at": "2026-05-19T16:25:41.722971+00:00", + "elapsed_ms": 3407.36, + "returncode": 1, + "prompt_metrics": { + "chars": 8668, + "bytes_utf8": 8668, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf3ed015c9929356ad3333b59359bc0af6eb9bf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/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": "2026-05-19T16:25:42.726519+00:00", + "ended_at": "2026-05-19T16:25:46.325438+00:00", + "elapsed_ms": 3598.86, + "returncode": 1, + "prompt_metrics": { + "chars": 8668, + "bytes_utf8": 8668, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fc7694d9f67d85cee1a6a7e970c9eace65ec78a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fc7694d9f67d85cee1a6a7e970c9eace65ec78a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24487e09f61a38d4227092d5785f9cafce556dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a26e-77b1-8209-0d4b781b7c09"} +{"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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1eef376ed7523bca0ae48d99940dee052006aa6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a26e-77b1-8209-0d4b781b7c09"} +{"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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b40ecf7aed12ba900c80fa14646adc02d6019cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b3c8-7822-ad8e-db2584a2c82f"} +{"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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6bc7d58d7e278715c8d80a0ffcc160120999063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b3c8-7822-ad8e-db2584a2c82f"} +{"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_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_114117e07c7f660b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fe4c525e5fd12b72bc0ca7c2a22becdd0719709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed30a493be0c92a22a75d7af6da91bde7740b5a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4cf1-77d2-bbca-65e32e572daa"} +{"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_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cea968054453ea2bc26e7d2c047003d3f77da7c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6538-7e13-9cd3-37f0e7c0de81"} +{"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_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_11d2697137153688/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e81e4557c784f5c8bd2fd5711a1aeaa90c30e70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/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": "2026-05-19T16:19:39.340168+00:00", + "ended_at": "2026-05-19T16:19:46.772429+00:00", + "elapsed_ms": 7432.24, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a851d597c5cd44aaaef36f50fdf96c35b73602e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/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": "2026-05-19T16:19:47.774755+00:00", + "ended_at": "2026-05-19T16:19:51.153067+00:00", + "elapsed_ms": 3378.27, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20f9a580a5b28cc2e7fb6a12093dab0165d56397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20f9a580a5b28cc2e7fb6a12093dab0165d56397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f71f58551440b7a23becded388eb2d11dac5b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-27c3-7443-b443-f74f52b3a2cd"} +{"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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d727ac421907bec6152140e75f17787ba36cf4a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-27c3-7443-b443-f74f52b3a2cd"} +{"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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2254e5d2122c1f600442ec5d6780d9095dde3e33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-48ba-7d22-8f23-30b01344efb8"} +{"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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ae9d52d308f3cabbd2d2963686d4aff2470373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-48ba-7d22-8f23-30b01344efb8"} +{"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_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1334e009676337f6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71ae0c9521b19a30b982877c583eb69f8e33fc66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/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": "2026-05-19T16:14:11.273091+00:00", + "ended_at": "2026-05-19T16:14:15.626179+00:00", + "elapsed_ms": 4353.07, + "returncode": 1, + "prompt_metrics": { + "chars": 9223, + "bytes_utf8": 9223, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..825812b5217e37f8577b556f15f1230b0494fa20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/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": "2026-05-19T16:14:16.628428+00:00", + "ended_at": "2026-05-19T16:14:20.246162+00:00", + "elapsed_ms": 3617.69, + "returncode": 1, + "prompt_metrics": { + "chars": 9223, + "bytes_utf8": 9223, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b25a8a2d2c9ad7c6176c5d4ebeca51727eff1095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b25a8a2d2c9ad7c6176c5d4ebeca51727eff1095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..214cada690ee81ea461cf783538fe680013e9150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2631-75b3-9334-096feec54fb8"} +{"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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ca7e43c4baaf52afc493530a9fd5706731add64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2631-75b3-9334-096feec54fb8"} +{"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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcf507b3b014886ff7fe397881a1916dcfd07c14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3b1d-7320-815a-1a2b89e28b41"} +{"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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..267782bde097ebb84359362bba545d84c079f904 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3b1d-7320-815a-1a2b89e28b41"} +{"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_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1814591329132e9b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f2dc2d49dda481d542db9775c3b922a118724ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/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": "2026-05-19T16:10:32.254134+00:00", + "ended_at": "2026-05-19T16:10:35.281088+00:00", + "elapsed_ms": 3026.93, + "returncode": 1, + "prompt_metrics": { + "chars": 8342, + "bytes_utf8": 8342, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0d433ec178c8bba3fbb4a303aa7f59e3e8a2a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/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": "2026-05-19T16:10:36.282726+00:00", + "ended_at": "2026-05-19T16:10:39.539924+00:00", + "elapsed_ms": 3257.16, + "returncode": 1, + "prompt_metrics": { + "chars": 8342, + "bytes_utf8": 8342, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6758c8592ce91fe61b665d67ece2232b00d29084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6758c8592ce91fe61b665d67ece2232b00d29084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a948f489ba0127e39621f01504a83651846eaf78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cec7-7f40-88c0-0277582f90b6"} +{"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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30ffbeafa4efc8a05c6c52aefe1339640b1b3c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-cec7-7f40-88c0-0277582f90b6"} +{"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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8628a6e8aade04ba19cb83da0e988a3dac601e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-de8b-7731-a2ec-9e520897e366"} +{"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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5016384d5132c0a03c0bae2ccf10911af949f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-de8b-7731-a2ec-9e520897e366"} +{"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_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_192cbb6e26735678/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65da4c75311ba60dc1e2c9e0eefb39cd18ab9b32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/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": "2026-05-19T16:30:55.175823+00:00", + "ended_at": "2026-05-19T16:30:58.730864+00:00", + "elapsed_ms": 3555.0, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cb1acfebf3f1e74111fbdccb935634fea681253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/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": "2026-05-19T16:30:59.734126+00:00", + "ended_at": "2026-05-19T16:31:03.147795+00:00", + "elapsed_ms": 3413.6, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea4e429bdb58bf69bd2a2866ba6712808977edd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea4e429bdb58bf69bd2a2866ba6712808977edd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..990197cef6901105dcd1089cc59239ddc294ba16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-784f-7c60-a034-f3b9b94810da"} +{"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_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5e3ffbf19bd343cbedd35e6bc24e4c2c94ceab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-784f-7c60-a034-f3b9b94810da"} +{"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_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ec1716a93036c394212695bd2b8f61e73781e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-8a19-7752-8e0a-3a3fc742432e"} +{"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_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea0515275c8281884408de41ef369fe350395a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-8a19-7752-8e0a-3a3fc742432e"} +{"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_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14a036c09be17a5b42d06d7c540f21b56c47f9a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/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": "2026-05-19T16:11:24.260512+00:00", + "ended_at": "2026-05-19T16:11:28.810583+00:00", + "elapsed_ms": 4550.05, + "returncode": 1, + "prompt_metrics": { + "chars": 8824, + "bytes_utf8": 8824, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eccc9415b4f0bb315c31e065cedce852053bc99f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/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": "2026-05-19T16:11:29.812493+00:00", + "ended_at": "2026-05-19T16:11:32.925846+00:00", + "elapsed_ms": 3113.32, + "returncode": 1, + "prompt_metrics": { + "chars": 8824, + "bytes_utf8": 8824, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c183f9927b80a8c547b65b1af680933adfb65877 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "item_col": "X10", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c183f9927b80a8c547b65b1af680933adfb65877 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "item_col": "X10", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae8f88cc6ace5fb449597aaa47dae4c6af11b089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-99ee-7b53-b88b-c3ce6fc264d1"} +{"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_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8762db7d217affeb15c7781e3134cc0bd04255d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-99ee-7b53-b88b-c3ce6fc264d1"} +{"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_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d45b96964e5b225ff1185e72d33a13cd55e0f09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-af8b-7771-81d8-5d03df81c593"} +{"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_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4e156fe307b0cd83c5925948a9e45427ee1ae70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-af8b-7771-81d8-5d03df81c593"} +{"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_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1dade5d59fb2bd33/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..302d11509771065e4ce2b6f7d9d9a78803897f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/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": "2026-05-19T16:24:29.353661+00:00", + "ended_at": "2026-05-19T16:24:32.759550+00:00", + "elapsed_ms": 3405.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7fd033a06146ad01993d4d9e6919a98f19f298b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/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": "2026-05-19T16:24:33.762652+00:00", + "ended_at": "2026-05-19T16:24:41.782296+00:00", + "elapsed_ms": 8019.57, + "returncode": 1, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1202f5bba4fd0f58d52666fe0d3fc22c8278a5eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1202f5bba4fd0f58d52666fe0d3fc22c8278a5eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30a76f4cb527b57bf3c7d5e5ba1733538e549db7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-9510-76d3-8961-dcc829c18e99"} +{"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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69681149bc2f83617a7c069b81fdce036d2015a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-9510-76d3-8961-dcc829c18e99"} +{"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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4516d2a7df77f97889407592381742a0b58a317d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-a659-7162-b4d4-35f5b13c9631"} +{"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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b081c2f6e82b9dbfed39826a2bfb3c8b8228f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-a659-7162-b4d4-35f5b13c9631"} +{"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_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f41748565d91e26/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00830950071babf3cfb8734be03f379447eb31ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/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": "2026-05-19T16:17:53.995253+00:00", + "ended_at": "2026-05-19T16:17:57.420836+00:00", + "elapsed_ms": 3425.53, + "returncode": 1, + "prompt_metrics": { + "chars": 8604, + "bytes_utf8": 8604, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b5cf2259700ae8048c2fa4adcf51afd8eacd3b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/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": "2026-05-19T16:17:58.423301+00:00", + "ended_at": "2026-05-19T16:18:02.333459+00:00", + "elapsed_ms": 3910.1, + "returncode": 1, + "prompt_metrics": { + "chars": 8604, + "bytes_utf8": 8604, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5619047b5c988d599e97ee8a4cd7d75c266fdad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X3", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5619047b5c988d599e97ee8a4cd7d75c266fdad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X3", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..754d4f89a1a669c9266fb77ba12972bb1ae2706e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-8cb4-73a0-96e5-04ad20447c8b"} +{"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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..660715fce585cc472e0c421007004886260831ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-8cb4-73a0-96e5-04ad20447c8b"} +{"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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f3cfaac3e05e34a6789b94b467cc6793ae96786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9e2d-79c2-bbe8-716ebb1bd378"} +{"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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc5ef4237d64840a5ca85d62d9254ca57e684a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-9e2d-79c2-bbe8-716ebb1bd378"} +{"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_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_1f9089def3631c40/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05dfd27f6969b89b4c29728d584bc5c8be52cd31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/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": "2026-05-19T16:12:48.437581+00:00", + "ended_at": "2026-05-19T16:12:51.685812+00:00", + "elapsed_ms": 3248.2, + "returncode": 1, + "prompt_metrics": { + "chars": 8828, + "bytes_utf8": 8828, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a91d547821758c7d0368611ce7b14f062440c2f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/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": "2026-05-19T16:12:52.687424+00:00", + "ended_at": "2026-05-19T16:12:55.872258+00:00", + "elapsed_ms": 3184.8, + "returncode": 1, + "prompt_metrics": { + "chars": 8828, + "bytes_utf8": 8828, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33489060f1885935866f01954640fa1ffa6b6e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "item_col": "X15", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..33489060f1885935866f01954640fa1ffa6b6e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "item_col": "X15", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a1e3b087361e209c95ca047bbf81dbca4b41f5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-e2b2-7573-9efa-dbffc3d6c83c"} +{"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_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c2cb6f94dd2fd6f37dc1c966472d88dcf46e202 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-e2b2-7573-9efa-dbffc3d6c83c"} +{"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_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06ca130a4c9627900ed59a31fd60ca5a4117c9f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f370-7482-850f-0e799bc3c6b1"} +{"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_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..64778fbcc898c436ea5fc9a0c1328d4d7c6e62c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f370-7482-850f-0e799bc3c6b1"} +{"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_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_202a54b20ea18af1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d86ee4cd4e86a87b93537a1a37637d94d8beaa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/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": "2026-05-19T16:24:41.787187+00:00", + "ended_at": "2026-05-19T16:24:45.259248+00:00", + "elapsed_ms": 3472.0, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f9338dc90dadcc4d548edcddcc07e62072f1bcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/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": "2026-05-19T16:24:46.262272+00:00", + "ended_at": "2026-05-19T16:24:49.521338+00:00", + "elapsed_ms": 3259.01, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0afb558429599ab7a8e69c8f50f0f76d21edd29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0afb558429599ab7a8e69c8f50f0f76d21edd29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..219d1005cefbd98a3021d67613480bb5002ab8be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c5ac-7dc2-af79-76e86beedf82"} +{"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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eda1b39bcfc5b8ccbeb678658125a19988276b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c5ac-7dc2-af79-76e86beedf82"} +{"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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..424db07dc8fb80ebbcbea6b6e0cf5c6b176d5ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d73f-7630-9044-d8ac1d5b5e34"} +{"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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df91e35a67c4bf178b7edb3c48a26f6e9b7afb82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d73f-7630-9044-d8ac1d5b5e34"} +{"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_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_215cc6c39ca76b81/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0e754500daa96d13cf86798eda74ff55080d1c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/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": "2026-05-19T16:22:31.899435+00:00", + "ended_at": "2026-05-19T16:22:35.135288+00:00", + "elapsed_ms": 3235.81, + "returncode": 1, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac3877639a3abfb95471b46966a96bf1f19c5ebb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/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": "2026-05-19T16:22:36.137334+00:00", + "ended_at": "2026-05-19T16:22:39.168771+00:00", + "elapsed_ms": 3031.39, + "returncode": 1, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b414bb56d984fb6493b10db06a562711f06a277b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b414bb56d984fb6493b10db06a562711f06a277b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d540bd4777f1e6326fd4d8be4ec6d37b31d155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ca65-7ce2-9e90-702f580a0977"} +{"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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0607eea251107a0ad0e8a381eb7c1660da5b3e39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ca65-7ce2-9e90-702f580a0977"} +{"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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cf649c718820f6c3e264cc19e0c67bb111edb9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-dad7-70c1-938d-e3bc60d529e5"} +{"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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d52942fc5b4e34f90fcedcf0f37bb6db7c662eff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-dad7-70c1-938d-e3bc60d529e5"} +{"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_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2186ee1550a824d2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99e9e41cfad7c98afc9dc159320fcdf158226847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/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": "2026-05-19T16:29:10.611227+00:00", + "ended_at": "2026-05-19T16:29:14.121958+00:00", + "elapsed_ms": 3510.7, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf4831984aa9d15137fe612740b242eba6787c17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/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": "2026-05-19T16:29:15.125164+00:00", + "ended_at": "2026-05-19T16:29:18.931800+00:00", + "elapsed_ms": 3806.57, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2229501cc9878372d4aaedf471f75aac81281bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2229501cc9878372d4aaedf471f75aac81281bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d360c86a61be915322957cb799028aeb523dc63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-dfcc-73e2-a171-a849af345b5b"} +{"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_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2503e263a5772b315c114c777a5ae47837546a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-f176-73f2-9e5a-9f12cb8d2991"} +{"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_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2a9eb18e5d467451/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f5af7a4af56c67973095fe2ab4fea0058565758 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/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": "2026-05-19T16:26:17.912924+00:00", + "ended_at": "2026-05-19T16:26:20.944408+00:00", + "elapsed_ms": 3031.44, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..549ee77abd0404ccbff4824b932c18c4209d9ad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/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": "2026-05-19T16:26:21.947432+00:00", + "ended_at": "2026-05-19T16:26:25.229316+00:00", + "elapsed_ms": 3281.82, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b8a38deaab99fead51363f9214139433fa098f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b8a38deaab99fead51363f9214139433fa098f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be2a893d3b6376631292f1e650dc103a0c466494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-3d38-75d3-8b43-1cfe185fb6fa"} +{"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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c653b3b20b5562987602f2a1e33fc791e2e347e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-3d38-75d3-8b43-1cfe185fb6fa"} +{"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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdfe5adf8c407e928da991b67a0566c734562975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4d09-7aa3-b4f8-22282f1dc713"} +{"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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..05d7a8378feedf002814b2a542311a4d981d1358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4d09-7aa3-b4f8-22282f1dc713"} +{"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_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_2f2c6671a2aa1105/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..473e8dea8d68f68db70c8c255bb526d83889d810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/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": "2026-05-19T16:28:00.402805+00:00", + "ended_at": "2026-05-19T16:28:03.390538+00:00", + "elapsed_ms": 2987.69, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..180236cfcee48054f97779e6410b8faadc9614bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/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": "2026-05-19T16:28:04.392687+00:00", + "ended_at": "2026-05-19T16:28:07.338582+00:00", + "elapsed_ms": 2945.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25ec284acd32464e61c8bcffa0d5601e8908a073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25ec284acd32464e61c8bcffa0d5601e8908a073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..491a22cf385599f1770d724324e42d9fd75fdf92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-cdac-76b1-9367-d8ccec52fec1"} +{"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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35968b94b73e84bf8983201b671565015a94e7c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-cdac-76b1-9367-d8ccec52fec1"} +{"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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..961af4ffcaf4dde4b4acd08c65318faffa78136b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-dd02-7280-82f2-8eff0815c0bd"} +{"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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b3cac950a86340b72174c99d952fea7cce308a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-dd02-7280-82f2-8eff0815c0bd"} +{"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_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_33c1d2bbeb201379/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c520c1c3134c6379e21ca970398a6f92e5d93c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/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": "2026-05-19T16:26:08.789351+00:00", + "ended_at": "2026-05-19T16:26:13.369769+00:00", + "elapsed_ms": 4580.38, + "returncode": 1, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e53f4a9133960956dc7a96e03250f45d394e5a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/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": "2026-05-19T16:26:14.372758+00:00", + "ended_at": "2026-05-19T16:26:17.907839+00:00", + "elapsed_ms": 3535.01, + "returncode": 1, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..381750b5766a4be006a9723f85276119bb0ec52a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..381750b5766a4be006a9723f85276119bb0ec52a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5d5a5a0a807402a464ad7bbb43757e8765fba21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-1997-74e0-9b9d-d294dd1085a9"} +{"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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3aeae9021d01fab97515848a54507ada40b27cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-1997-74e0-9b9d-d294dd1085a9"} +{"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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4786da708061a914638762127e3aa4cccf422dd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2f63-7523-8257-35d4fc3f289b"} +{"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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04b1bd44a940a5e8f5cab892a40cfd47595d3942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2f63-7523-8257-35d4fc3f289b"} +{"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_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_345eb50ede2b14bf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48f417a2eec1542373761cb2f11231a7022f2bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/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": "2026-05-19T16:09:40.409985+00:00", + "ended_at": "2026-05-19T16:09:43.152617+00:00", + "elapsed_ms": 2742.59, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..867f96ae63f86ce72bb9dd0f5025fb2b0584ad15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/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": "2026-05-19T16:09:44.154259+00:00", + "ended_at": "2026-05-19T16:09:46.908801+00:00", + "elapsed_ms": 2754.51, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acae203b2dc0495cb1904253f904e8122788ec25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..acae203b2dc0495cb1904253f904e8122788ec25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f8ebcf5c32a46417e040cf591962ce38592542b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0442-7a41-9380-e246696fc732"} +{"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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..097d9cc70f2d56ed4756d9fd83484dc96eace217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0442-7a41-9380-e246696fc732"} +{"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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8d036adad090deb11aaa4ececf302f449145744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-12c9-7b43-87fd-aba21208df1d"} +{"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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..639934cd3a3e501a3ca8aae76509f820e80d2376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-12c9-7b43-87fd-aba21208df1d"} +{"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_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_360320d13a7e2aa4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..884fe6f9a696848e77b1e0555483500bcf13c48b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/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": "2026-05-19T16:25:13.745048+00:00", + "ended_at": "2026-05-19T16:25:17.472162+00:00", + "elapsed_ms": 3727.07, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..085f3ec9eb550c03666eb942219ec78e4dd9f1cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/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": "2026-05-19T16:25:18.474985+00:00", + "ended_at": "2026-05-19T16:25:21.809078+00:00", + "elapsed_ms": 3334.01, + "returncode": 1, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c260c7b777f7af479d1b3030a7e611fc86b9c576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c260c7b777f7af479d1b3030a7e611fc86b9c576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17def64a63a24f3484c3b96690ceedeb02d017ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4291-7b80-889d-ab100c089f7a"} +{"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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5710a67a23f00f5b03f55654c935bca2f8bbd9a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4291-7b80-889d-ab100c089f7a"} +{"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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d24b18f2067c35ef14ab177e689ec1ac93c06f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-5513-70c1-a79e-d493fd2df2a8"} +{"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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b1b79666b0da7bca054c63e24e14451fc03e6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-5513-70c1-a79e-d493fd2df2a8"} +{"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_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_385905b0f371e621/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b21d190b15146a64ee9fcbfd5c9e997625b12ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/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": "2026-05-19T16:25:21.813071+00:00", + "ended_at": "2026-05-19T16:25:25.443542+00:00", + "elapsed_ms": 3630.42, + "returncode": 1, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47e0d114ec49c88f4dce1ba0b48a5ca3675a7fd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/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": "2026-05-19T16:25:26.446075+00:00", + "ended_at": "2026-05-19T16:25:30.478792+00:00", + "elapsed_ms": 4032.66, + "returncode": 1, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aac48e1a6c283bf8d2d53204361885144716d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aac48e1a6c283bf8d2d53204361885144716d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6ca58535c5b17a48f98e6435d4c9ad7fe93f70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6209-7260-98ee-896d9a738622"} +{"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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a58cea97d10877bf4ab44ac483a4a4376d523e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-6209-7260-98ee-896d9a738622"} +{"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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afae9c1daed13bbde81e5b4157bb44a523a0f4e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-7411-7431-8298-55a841d7dd61"} +{"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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4b01eefc1041811a3e0cc9e7cd1bd5d6687aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-7411-7431-8298-55a841d7dd61"} +{"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_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_38d5834ebfa48511/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa1b703fc94942d737b378e758c74d2f6adc57f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/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": "2026-05-19T16:23:02.215174+00:00", + "ended_at": "2026-05-19T16:23:05.167782+00:00", + "elapsed_ms": 2952.57, + "returncode": 1, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..655fcf24db160d7226161386729b4d4b59515a07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/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": "2026-05-19T16:23:06.170424+00:00", + "ended_at": "2026-05-19T16:23:09.645542+00:00", + "elapsed_ms": 3475.06, + "returncode": 1, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a76b88bb133e107c7da09ccf44ba599ab84015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a76b88bb133e107c7da09ccf44ba599ab84015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74b619cd4135c0dafd086fee3327bc9e21724a04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-40d6-7e71-abd4-d16460c7b6e7"} +{"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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdaf5c5eff347133116155c5f53029af5f8b45ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-40d6-7e71-abd4-d16460c7b6e7"} +{"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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98b98243bad14bf310798364c388bfa620f17b73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5045-7251-b67a-f14f13374110"} +{"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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..169ec5c2bdaafd9a51a725a9ce3d6926c73a4874 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5045-7251-b67a-f14f13374110"} +{"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_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_3d521b01d13ceadd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d1e2dcc7a684bb1a045eaaac13a9c0a0243dac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/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": "2026-05-19T16:09:06.089367+00:00", + "ended_at": "2026-05-19T16:09:09.499977+00:00", + "elapsed_ms": 3410.59, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df50efca70056e83a3f70019b32a2b624a1cf713 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/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": "2026-05-19T16:09:10.501824+00:00", + "ended_at": "2026-05-19T16:09:13.792415+00:00", + "elapsed_ms": 3290.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7978d168d1b96e3484b85d6adc1797338c53c47e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7978d168d1b96e3484b85d6adc1797338c53c47e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f815d94e48c27be273469e10598e1967f3489f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7e3d-7140-a19d-076d3f421c52"} +{"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_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ba6022b43a69c7865beed431bfacf68d30249d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7e3d-7140-a19d-076d3f421c52"} +{"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_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..319ab9436c8601fd63ad6904c0d5feb730de272b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8f5e-77a0-b712-518bbab46428"} +{"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_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a22536433cfcee0ba477c29105ab67b632b76efd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8f5e-77a0-b712-518bbab46428"} +{"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_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_40961fd1d3490db0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52915976bd9f295a5e59798029b5e82526508374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/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": "2026-05-19T16:27:37.447405+00:00", + "ended_at": "2026-05-19T16:27:40.270109+00:00", + "elapsed_ms": 2822.66, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61875b465cd7ddabf586c237729205f2e89a7d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/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": "2026-05-19T16:27:41.272323+00:00", + "ended_at": "2026-05-19T16:27:45.379363+00:00", + "elapsed_ms": 4106.99, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8428f2fc5eff9fe2adb68050b8e74abe0726afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8428f2fc5eff9fe2adb68050b8e74abe0726afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0234921a365938358456bc8726277f7d0ad937a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-73de-76f2-8d0d-3accddb00e51"} +{"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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..454032e98e53214674a3ae5b334b6b176f06bc4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-73de-76f2-8d0d-3accddb00e51"} +{"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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28ffbc9b7e3c7b87ea67af7b9dac66230b8e2732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-82cf-7720-af4c-6b02436a3612"} +{"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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21cbd3ba7abdd4852189f32be0b657c2d768cd3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-82cf-7720-af4c-6b02436a3612"} +{"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_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4205f91645116d88/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec5b00726758fa6d5f9d4938fbbe816df13cc5a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/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": "2026-05-19T16:18:43.097817+00:00", + "ended_at": "2026-05-19T16:18:46.212445+00:00", + "elapsed_ms": 3114.6, + "returncode": 1, + "prompt_metrics": { + "chars": 8975, + "bytes_utf8": 8975, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99d510eddfcb5b411d80c6804417ef0c101c0bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/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": "2026-05-19T16:18:47.214205+00:00", + "ended_at": "2026-05-19T16:18:50.552601+00:00", + "elapsed_ms": 3338.37, + "returncode": 1, + "prompt_metrics": { + "chars": 8975, + "bytes_utf8": 8975, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73141e126dbcd6783146abf2ae27ab5105ce8fd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73141e126dbcd6783146abf2ae27ab5105ce8fd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e854b652d6cc6103d8612a4ac4917bacf6066f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4c20-76b1-b3fc-ec53f542ecdd"} +{"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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e15a1ff3588a4ade53ecd77242c843d89c8586e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4c20-76b1-b3fc-ec53f542ecdd"} +{"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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e815b708fd539af0c95dc566bc0345f43c36a02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5c35-72f1-a28f-9fd11858227f"} +{"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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d7b83d9a3bf39b14612e5a7df11fd7082438cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5c35-72f1-a28f-9fd11858227f"} +{"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_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_47cde5bd2e1722e0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a75cc8fd1d31ff3213bc61c96139253208379aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/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": "2026-05-19T16:30:39.362133+00:00", + "ended_at": "2026-05-19T16:30:42.387196+00:00", + "elapsed_ms": 3024.82, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d125eeb44e4baababe78b8440e8ebe6278bdf49d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/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": "2026-05-19T16:30:43.390367+00:00", + "ended_at": "2026-05-19T16:30:47.058131+00:00", + "elapsed_ms": 3667.69, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4f5df8978c1e6b69b3d111f4f5ccf0d78bc2f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4f5df8978c1e6b69b3d111f4f5ccf0d78bc2f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44524516fec83279cce11cb7b5427c039d4cccad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-3a85-7941-86d9-7accb4c22617"} +{"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_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..939bf6c4fafd4a8b73a1b69bfce12261006d0096 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-3a85-7941-86d9-7accb4c22617"} +{"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_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2794b5283d132151ed6fa3a235b1957f5590617e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-4a26-7cc3-9a22-c337362c3b93"} +{"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_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c0c90007590b2aea02af9d3b1820d5525351063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-4a26-7cc3-9a22-c337362c3b93"} +{"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_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c9f3320d57638029da11eeb026981881468f3e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/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": "2026-05-19T16:23:45.803791+00:00", + "ended_at": "2026-05-19T16:23:55.921447+00:00", + "elapsed_ms": 10117.62, + "returncode": 1, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..962081c8b35a1593edd56ff20e322f10a5a0717b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/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": "2026-05-19T16:23:56.923606+00:00", + "ended_at": "2026-05-19T16:24:00.473794+00:00", + "elapsed_ms": 3550.14, + "returncode": 1, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69856e0f576727cef60e98b36157bb450431d150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..69856e0f576727cef60e98b36157bb450431d150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3710a07d756febaf5b1b1f1c089b7be3624f90c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-eb18-7ea1-9b5e-8cd32f02b201"} +{"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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7de74122988131875a4c7695ff434d0fe381aca6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-eb18-7ea1-9b5e-8cd32f02b201"} +{"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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24ef12183228edc06f28e8652805b5115fda942c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-1692-77b3-a8ce-58ab10067e95"} +{"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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f2906d66482fd72f782308a12dc7074796a9a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-1692-77b3-a8ce-58ab10067e95"} +{"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_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4aa432ca4ac9bda6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b1624a79cb57886e095bd26c080bc7be5550b3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/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": "2026-05-19T16:16:04.672703+00:00", + "ended_at": "2026-05-19T16:16:07.914595+00:00", + "elapsed_ms": 3241.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcdc7ded116098c9b0df7344210f6e1f13e3aef7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/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": "2026-05-19T16:16:08.917497+00:00", + "ended_at": "2026-05-19T16:16:12.164977+00:00", + "elapsed_ms": 3247.41, + "returncode": 1, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a19e05c93d6dfafa428a3b6e8cc24b408c9100b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a19e05c93d6dfafa428a3b6e8cc24b408c9100b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f5fa40f5e4a4ca6e3fbde77de146455c5f48a6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e1aa-7392-89b6-3585d6a9dbd2"} +{"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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99e6d3e0fcd4e89ea65236dd30c547aa7b9e3023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e1aa-7392-89b6-3585d6a9dbd2"} +{"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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea290fb53a584f548a08660918873123b73492e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f27c-7420-bdc9-c84c6a3a6fca"} +{"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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f453f621f620d99ad95a843d5be99ba8d06a2a2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f27c-7420-bdc9-c84c6a3a6fca"} +{"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_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4ecbfbdffa32e0b3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4ec9eed9f3e8f7e9091448f56769770d44a8a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/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": "2026-05-19T16:26:25.232544+00:00", + "ended_at": "2026-05-19T16:26:28.521098+00:00", + "elapsed_ms": 3288.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8373, + "bytes_utf8": 8373, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47b8af84bbede2572ce60681b78081d143f0b2e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/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": "2026-05-19T16:26:29.524769+00:00", + "ended_at": "2026-05-19T16:26:33.035532+00:00", + "elapsed_ms": 3510.7, + "returncode": 1, + "prompt_metrics": { + "chars": 8373, + "bytes_utf8": 8373, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05878d25578208d56bb97d44cf28b772dcc8c36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05878d25578208d56bb97d44cf28b772dcc8c36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..863021ebaf467748d898d91d4bab5200c6706f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-59b7-7bc2-82a9-9cdc13d082b9"} +{"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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dd133f591b17ed083abc3bf28bc9a75586be60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-59b7-7bc2-82a9-9cdc13d082b9"} +{"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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29cd62539ca84173147ad0bf8e7dba344fdc1697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6a84-7142-8af8-3fb693b8399f"} +{"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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42b014fb5a69de3d0741a4f3c0abca6725608c83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-6a84-7142-8af8-3fb693b8399f"} +{"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_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_4f77eae3ebf60684/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a17bf56a313d6e81d3485794c875c3641f147985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/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": "2026-05-19T16:11:53.955038+00:00", + "ended_at": "2026-05-19T16:11:57.248826+00:00", + "elapsed_ms": 3293.76, + "returncode": 1, + "prompt_metrics": { + "chars": 8826, + "bytes_utf8": 8826, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02a2110c877e526fcd94678dd35619e9aa2d59f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/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": "2026-05-19T16:11:58.250733+00:00", + "ended_at": "2026-05-19T16:12:01.450150+00:00", + "elapsed_ms": 3199.38, + "returncode": 1, + "prompt_metrics": { + "chars": 8826, + "bytes_utf8": 8826, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7e0be34504a70c05b92668aa1471a03336367e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "item_col": "X12", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7e0be34504a70c05b92668aa1471a03336367e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "item_col": "X12", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dc8cb116e93558a4c14223973155aa6c17ff28b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0dde-77e1-b8af-01be5667553f"} +{"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_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76dbfe7583cf7ab104acdee914afd95a7126d2d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0dde-77e1-b8af-01be5667553f"} +{"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_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b28082f6de7313537d8867fb13357c9755afce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1ea7-76f1-8f88-ef3ccb73df2b"} +{"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_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..69a70ee6f0176c2720b03266b590cadf42ac679a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1ea7-76f1-8f88-ef3ccb73df2b"} +{"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_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_50fb4b6c8eba7b84/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1120224fc1d76e8b8ffb384599b55ea68f2cd6bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/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": "2026-05-19T16:28:54.842300+00:00", + "ended_at": "2026-05-19T16:28:58.162671+00:00", + "elapsed_ms": 3320.32, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..869928300ee07102132f1b347c645df1d7373060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/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": "2026-05-19T16:28:59.165723+00:00", + "ended_at": "2026-05-19T16:29:02.590091+00:00", + "elapsed_ms": 3424.3, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0f4247dfb043130b94a5f54ee179605f768f64f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0f4247dfb043130b94a5f54ee179605f768f64f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ff5664a95a6b60021dfe6d16bf844213973ad01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-a235-70c1-9a76-e83ecf6d4f01"} +{"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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8b2f898d5de6b743891f87ac727369153de02d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-a235-70c1-9a76-e83ecf6d4f01"} +{"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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b82588325d3dfefc8362526aab89cbee10c34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b30e-7740-b663-8fbae7afeed1"} +{"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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e44352c09e4a0e40a4bd34830b3d7eaf9fea290 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b30e-7740-b663-8fbae7afeed1"} +{"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_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_56273fbf24a9991c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c77c2b5f2548dac99883716b21fc6b23bec1fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/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": "2026-05-19T16:24:49.525388+00:00", + "ended_at": "2026-05-19T16:24:52.972902+00:00", + "elapsed_ms": 3447.47, + "returncode": 1, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b395fd73150e1db5051fe3bd5a78f07ad9cd11a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/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": "2026-05-19T16:24:53.975845+00:00", + "ended_at": "2026-05-19T16:24:57.176164+00:00", + "elapsed_ms": 3200.26, + "returncode": 1, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a298f6f4baebd47df2ed2758b4d2f4422d34b9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a298f6f4baebd47df2ed2758b4d2f4422d34b9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed22eb30bcf802b7970ae1c2e1f27fb19d3fd18b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e3e4-7711-b9b3-d893e7e88e9d"} +{"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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a016579e6025101bd0c59465d3063bffaeb7c0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e3e4-7711-b9b3-d893e7e88e9d"} +{"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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef4c6bc46acecc609ce54fbb0c78e1f27a0c0d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-f573-7681-8d31-25831c09fdeb"} +{"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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..67333059c1789e367d53a9e15d686fc3c782defb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-f573-7681-8d31-25831c09fdeb"} +{"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_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_57648f70e6276fbd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ae4feda51ab77d1015ecef12c0e7ba62fe6320d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/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": "2026-05-19T16:20:00.108956+00:00", + "ended_at": "2026-05-19T16:20:05.245213+00:00", + "elapsed_ms": 5136.23, + "returncode": 1, + "prompt_metrics": { + "chars": 8975, + "bytes_utf8": 8975, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2db8d78a446183d91cc38f83c686059962f93683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/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": "2026-05-19T16:20:06.246792+00:00", + "ended_at": "2026-05-19T16:20:09.551943+00:00", + "elapsed_ms": 3305.11, + "returncode": 1, + "prompt_metrics": { + "chars": 8975, + "bytes_utf8": 8975, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd3745bdb0072d200061c2a6cb3bb49dd66d721f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd3745bdb0072d200061c2a6cb3bb49dd66d721f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be944500889b46727ea5df1d7ec9c97fbea082a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7907-71e2-a0cd-197b63c7c6da"} +{"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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5dba8881f87437c9af93426998f61baaa9c6e96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7907-71e2-a0cd-197b63c7c6da"} +{"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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fa923b171ac09cfa16bfbc7f822345b2a21dad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-90e0-7192-998a-a9df51854341"} +{"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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76e852c8ba12849b1e86e117a4d785e28b8a6942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-90e0-7192-998a-a9df51854341"} +{"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_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5abac76f6fe3b500/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8207f7cd7018e661001d0014d0fc6311573cab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/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": "2026-05-19T16:14:51.384395+00:00", + "ended_at": "2026-05-19T16:14:54.729409+00:00", + "elapsed_ms": 3344.99, + "returncode": 1, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0be33a4e2dbedc882dd00f89061193f0bcd8e2e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/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": "2026-05-19T16:14:55.731083+00:00", + "ended_at": "2026-05-19T16:14:59.176329+00:00", + "elapsed_ms": 3445.21, + "returncode": 1, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ce6589de4f6ff935e26988201f7e735c82796ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ce6589de4f6ff935e26988201f7e735c82796ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29619a3a7ae59bef5af89a1c9ee712ababf311ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c30d-7313-abd8-23d5ba0a6167"} +{"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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..166a261653171ce6a924686a8dfdb5a18f35c6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c30d-7313-abd8-23d5ba0a6167"} +{"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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..401d3063d2bf8e366e1c0a5bbe2c49ab886b9d13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-d409-7e91-8b36-fa3ddbc5f6ba"} +{"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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8394d1a35d0fd60cd3dc58308b9e06f4aed2ac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-d409-7e91-8b36-fa3ddbc5f6ba"} +{"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_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5ca58a5b4a46fe1f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0b9472c8060c95cbdf0a29ed916a2bc69a04efb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/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": "2026-05-19T16:28:31.091013+00:00", + "ended_at": "2026-05-19T16:28:34.379161+00:00", + "elapsed_ms": 3288.1, + "returncode": 1, + "prompt_metrics": { + "chars": 8421, + "bytes_utf8": 8421, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff36df05a3231d9f74286bd507e368d7a70bbf8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/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": "2026-05-19T16:28:35.382019+00:00", + "ended_at": "2026-05-19T16:28:38.894441+00:00", + "elapsed_ms": 3512.36, + "returncode": 1, + "prompt_metrics": { + "chars": 8421, + "bytes_utf8": 8421, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d603874b1c12efd13dab87e4d5a74f751031f3db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d603874b1c12efd13dab87e4d5a74f751031f3db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a50014d46cb3f46aeb517c1b75100c2f2444d4e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-456d-7b81-8479-473fe6df8c34"} +{"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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec05f358c928c5a2a90618c0bf1e9f62ec6c4a97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-456d-7b81-8479-473fe6df8c34"} +{"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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e936b4c5cf83f8736ada453372468f4a4d588158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-5644-7ad0-9968-27127a24a3df"} +{"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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..46c4e0c606fee4687d973b42e85a79ca09acd0a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-5644-7ad0-9968-27127a24a3df"} +{"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_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_5fa0b181358b0e8b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf8116ff5473f2d18ce5d606ebb268b4446d207e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/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": "2026-05-19T16:28:07.341894+00:00", + "ended_at": "2026-05-19T16:28:10.792758+00:00", + "elapsed_ms": 3450.83, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..760720914203342786cb2074a562c21c30d7dc2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/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": "2026-05-19T16:28:11.794927+00:00", + "ended_at": "2026-05-19T16:28:15.265851+00:00", + "elapsed_ms": 3470.87, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53156a7c85bde2318df81ed92bc03ae7ee74ce3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..53156a7c85bde2318df81ed92bc03ae7ee74ce3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db585afde32c0c909d31d867ea9a2ea602cba8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e8b6-7851-97e7-dd40b57c7238"} +{"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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..465bb0d248ab100b639a96d98c22e8d7b5c068fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e8b6-7851-97e7-dd40b57c7238"} +{"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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b27190c007654ea1c7206df30ee8ccbfb1296c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f9ec-7f83-a57b-ffde09b40978"} +{"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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4773df9f13118bbe7d5c7b8c567fafe4d5f2ee46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f9ec-7f83-a57b-ffde09b40978"} +{"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_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_65a01784693b9b0e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7daec564d5222eec7b551832a43c1d2baf5b8fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/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": "2026-05-19T16:27:12.158276+00:00", + "ended_at": "2026-05-19T16:27:15.220362+00:00", + "elapsed_ms": 3062.04, + "returncode": 1, + "prompt_metrics": { + "chars": 8370, + "bytes_utf8": 8370, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa5c5d22af5283341f37383d0ba585584aaee0de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/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": "2026-05-19T16:27:16.222968+00:00", + "ended_at": "2026-05-19T16:27:19.625981+00:00", + "elapsed_ms": 3402.94, + "returncode": 1, + "prompt_metrics": { + "chars": 8370, + "bytes_utf8": 8370, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8de8908b851718215a75d45a852c688a8087d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8de8908b851718215a75d45a852c688a8087d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64aa4736f0829c388f96259ec8d8e117cb086f61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-10f5-7752-9837-b00f82e15a65"} +{"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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8ffd5efdc292dd281242ad5b4f47a5b7bde0f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-10f5-7752-9837-b00f82e15a65"} +{"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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd83246ea9c626167a3f485dc872d49fdc96034d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-20f5-7e53-b15f-9a88e0cc3a07"} +{"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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7080f5f5755a1afb7c11a90b3eece73147717080 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-20f5-7e53-b15f-9a88e0cc3a07"} +{"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_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_687e7a1b9b79140e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..253097dfcaaca175ff1576695cbeebcad37e98bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/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": "2026-05-19T16:19:15.304762+00:00", + "ended_at": "2026-05-19T16:19:26.420879+00:00", + "elapsed_ms": 11116.09, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e405c481ffb07164f5bfc9c93f3469e27d928d14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/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": "2026-05-19T16:19:27.423213+00:00", + "ended_at": "2026-05-19T16:19:30.503869+00:00", + "elapsed_ms": 3080.61, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b127d5d4ea75b9e602821279f49c20db3f65d81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b127d5d4ea75b9e602821279f49c20db3f65d81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65d91879f6f70cd2c1dcbdec4f5a73fef376eada --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-c9eb-7e21-b346-c9433aa146ef"} +{"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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07dc8a561d2a69fa02765ca37e46940f31ee3f64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-c9eb-7e21-b346-c9433aa146ef"} +{"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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fafd3f1b3f0c9541ffcdc4df58529b4c27f838b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f936-7ca1-a58f-6b92c0c7dfe5"} +{"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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d810bdbd6403fabc215b9eeea5fe980db6c65953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f936-7ca1-a58f-6b92c0c7dfe5"} +{"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_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_688863d7d4e425c2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f1803ec87d26136029ea5af5411079de7fd210 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/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": "2026-05-19T16:30:31.332759+00:00", + "ended_at": "2026-05-19T16:30:35.030193+00:00", + "elapsed_ms": 3697.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea529534c00da5ce829ca3dcf0302e723dedceb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/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": "2026-05-19T16:30:36.033827+00:00", + "ended_at": "2026-05-19T16:30:39.358411+00:00", + "elapsed_ms": 3324.52, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe34a77dae7edeb5f66bf22ef982bc7e248caed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe34a77dae7edeb5f66bf22ef982bc7e248caed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f0d55d07ad2f631045cd964025e6cd50205e91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-1b3e-75e0-a682-1c56f34d7798"} +{"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_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ad9132c0bcc7b0731004b7b779ddb4aeaa3ec97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-1b3e-75e0-a682-1c56f34d7798"} +{"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_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6de08a9ac1de1e8b5caaa742a1c8202f7ec6ae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-2d82-71f1-92c6-62297f25152c"} +{"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_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd901eb4cf688d04d624745b6f124acfb08f6374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-2d82-71f1-92c6-62297f25152c"} +{"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_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..def3d93a307327007330095f4c8c51a1f9619d74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/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": "2026-05-19T16:22:13.418984+00:00", + "ended_at": "2026-05-19T16:22:19.518736+00:00", + "elapsed_ms": 6099.69, + "returncode": 1, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..356b80e46c2e8b487ecb517ab2b5a96f0e1da6d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/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": "2026-05-19T16:22:20.521292+00:00", + "ended_at": "2026-05-19T16:22:24.208771+00:00", + "elapsed_ms": 3687.41, + "returncode": 1, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9105436ad68d2de5d9297cb4ff5d6469f1f37e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9105436ad68d2de5d9297cb4ff5d6469f1f37e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3aec301c9086a37d5475a5c1aff70b2486fa472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8205-74a2-9109-b05b6ab9b8ba"} +{"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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e426d4a6988b3d6ff886d3e0a4c81382c5c421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8205-74a2-9109-b05b6ab9b8ba"} +{"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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ae6d339d86c491bef8ff8d6601604fcab209089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-9de0-7930-b5a1-c00a7499f612"} +{"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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f2e7f9e76f89d97e10f058494ee14ef49fa3f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-9de0-7930-b5a1-c00a7499f612"} +{"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_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7114047eb155057c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7d5b86964f6ea157b6ce052f2757f70813d8234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/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": "2026-05-19T16:10:03.054359+00:00", + "ended_at": "2026-05-19T16:10:06.047781+00:00", + "elapsed_ms": 2993.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8419, + "bytes_utf8": 8419, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ea95d2afcffa1f5258029e56c2177c6761a215e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/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": "2026-05-19T16:10:07.049726+00:00", + "ended_at": "2026-05-19T16:10:09.860372+00:00", + "elapsed_ms": 2810.61, + "returncode": 1, + "prompt_metrics": { + "chars": 8419, + "bytes_utf8": 8419, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dd9b7f631d70926b9ba676d2885fc601164a2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dd9b7f631d70926b9ba676d2885fc601164a2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..406d451f510920f12ceff52fa42beba6c0bbdf61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5ca8-7980-9f35-2d754ac8d42d"} +{"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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a74551eb72f538329eeba99d027d16e771e2065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5ca8-7980-9f35-2d754ac8d42d"} +{"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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ced37d76ffc7a479c534e9355dda2bb25e8740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6c40-7c62-9c0c-1231d8877b4b"} +{"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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d63e5f5b811a0bd50b6d6e3165da7e4cf0f2cab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6c40-7c62-9c0c-1231d8877b4b"} +{"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_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_711e75e38421a48a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bcc845bd42fa976781f2824dc93665875525b51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/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": "2026-05-19T16:08:59.134792+00:00", + "ended_at": "2026-05-19T16:09:02.222253+00:00", + "elapsed_ms": 3087.43, + "returncode": 1, + "prompt_metrics": { + "chars": 8419, + "bytes_utf8": 8419, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9261039255e1c19a2fd03e7d96fbf511f7cee578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/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": "2026-05-19T16:09:03.224872+00:00", + "ended_at": "2026-05-19T16:09:06.086830+00:00", + "elapsed_ms": 2861.93, + "returncode": 1, + "prompt_metrics": { + "chars": 8419, + "bytes_utf8": 8419, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b2af02fc079afce6c34f2dd241886529a23a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b2af02fc079afce6c34f2dd241886529a23a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12cbf735d9c292d7431a347f263746c0fb6ea751 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6310-77a3-9894-88a5fc433da1"} +{"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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f9b44d2b06da55772c415907a48f877b59ea3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6310-77a3-9894-88a5fc433da1"} +{"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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..310ac384bb05fb5366cd704adfb47d85da5541df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7301-78d2-a428-d84546cbfee1"} +{"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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a141e67d9666d96e6cd85c24d723007de8b193de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7301-78d2-a428-d84546cbfee1"} +{"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_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7611ffc8b22be465/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f256b586dd57f7598a2931d40a71535477456640 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/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": "2026-05-19T16:25:05.703182+00:00", + "ended_at": "2026-05-19T16:25:09.522274+00:00", + "elapsed_ms": 3819.04, + "returncode": 1, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96052e9d0ab1d2cd3331a35759a381ae9d9515fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/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": "2026-05-19T16:25:10.524885+00:00", + "ended_at": "2026-05-19T16:25:13.741298+00:00", + "elapsed_ms": 3216.36, + "returncode": 1, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..495904c6e0a214a2c1906606f22acd2511c0e69e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..495904c6e0a214a2c1906606f22acd2511c0e69e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98421714d88c1f29e82346a14cccfcb42ab8e89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-233e-7c83-9067-a5967dfddc09"} +{"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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42656cc6da23e1f5e4a9cbc539a90c04c430e4a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-233e-7c83-9067-a5967dfddc09"} +{"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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be36f64f40cce1b19880f67fd061dae1d00361ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-360a-70f3-98ee-0207aaa40dc0"} +{"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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa50937b2b38845858796bd8d5d1556c45c9147f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-360a-70f3-98ee-0207aaa40dc0"} +{"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_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_79db36974d34250d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..034a3e32a004afffb4430d6c4ce858a1f9fe9c87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/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": "2026-05-19T16:18:02.338466+00:00", + "ended_at": "2026-05-19T16:18:05.831114+00:00", + "elapsed_ms": 3492.6, + "returncode": 1, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..997d4aa696b8c924824600d4fafdb4340400ec85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/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": "2026-05-19T16:18:06.833558+00:00", + "ended_at": "2026-05-19T16:18:09.826448+00:00", + "elapsed_ms": 2992.83, + "returncode": 1, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e5fe51e38d9b740a7c6d4688431b71048c9597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X4", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e5fe51e38d9b740a7c6d4688431b71048c9597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X4", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b703b981eee3f178f1ae61de713d3c22dbddb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ad3c-7162-b369-52901f75a74e"} +{"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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e3f3acb1f9ee8564c3b5ef3cfcbeb95ed01a803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ad3c-7162-b369-52901f75a74e"} +{"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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa420c391c0657039e175fa5cc123fe35c4311bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-becb-7122-a768-23f6dfc3a2f7"} +{"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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4367e5f9d637451a658d3eccf1648579027de44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-becb-7122-a768-23f6dfc3a2f7"} +{"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_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7dd566adb1f6e98e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0a1173fff34888b50f00a2081dd964b10b9461d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/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": "2026-05-19T16:18:50.554961+00:00", + "ended_at": "2026-05-19T16:18:53.653952+00:00", + "elapsed_ms": 3098.97, + "returncode": 1, + "prompt_metrics": { + "chars": 8978, + "bytes_utf8": 8978, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..315e885be2e3dc2db335322227d158777c182731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/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": "2026-05-19T16:18:54.657128+00:00", + "ended_at": "2026-05-19T16:18:58.242924+00:00", + "elapsed_ms": 3585.76, + "returncode": 1, + "prompt_metrics": { + "chars": 8978, + "bytes_utf8": 8978, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02072d00613a2c2343b91d638077920623f059a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02072d00613a2c2343b91d638077920623f059a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25145f1efec640aa01eacdd55f0f0adc8131fe6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6972-70e3-9a5a-06924e8388bc"} +{"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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1607988ad231aa2f95a86270792897158d5b989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6972-70e3-9a5a-06924e8388bc"} +{"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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36ec9a36d60bbd3620dab4b1d33876e900317a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-793f-7042-9f31-a8c331163dde"} +{"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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30c5a54a7c91a7a65a48ca41c2878b705c3a6438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-793f-7042-9f31-a8c331163dde"} +{"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_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_7f444de88a2edfc4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87257ea0b7cd1e862e5235c8aab00215fc564dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/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": "2026-05-19T16:17:21.516095+00:00", + "ended_at": "2026-05-19T16:17:24.794699+00:00", + "elapsed_ms": 3278.56, + "returncode": 1, + "prompt_metrics": { + "chars": 8606, + "bytes_utf8": 8606, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0a7d8bbbb0f45d73375d2a09b9b10d4088cac69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/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": "2026-05-19T16:17:25.797203+00:00", + "ended_at": "2026-05-19T16:17:29.462142+00:00", + "elapsed_ms": 3664.88, + "returncode": 1, + "prompt_metrics": { + "chars": 8606, + "bytes_utf8": 8606, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..926807675961fe5a8ce7d40ff5e6bd9bb1c5cb1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X15", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..926807675961fe5a8ce7d40ff5e6bd9bb1c5cb1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X15", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7112850001b6ca8bbc83a28bb1eaf0dbd1fa4ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-0dfd-7380-b84e-097af5a68e62"} +{"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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b50ad6e1c3d58349d46259a45fdc2ff0a94f6b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-0dfd-7380-b84e-097af5a68e62"} +{"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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd000c5d3919d7c14cf2f6d2a51e41f401e15d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1ec6-7fc1-ac9f-5ac7bb25b128"} +{"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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2add59bdfbd8b0806a5e7eef7abdbcad02d58387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1ec6-7fc1-ac9f-5ac7bb25b128"} +{"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_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_825be41fec000003/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..006bd02b29dbbf71a0869b2152a999eb1a650296 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/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": "2026-05-19T16:11:40.439024+00:00", + "ended_at": "2026-05-19T16:11:43.106505+00:00", + "elapsed_ms": 2667.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8821, + "bytes_utf8": 8821, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c329e0df899e68afc98149d2c1741897317b646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/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": "2026-05-19T16:11:44.109382+00:00", + "ended_at": "2026-05-19T16:11:46.954132+00:00", + "elapsed_ms": 2844.7, + "returncode": 1, + "prompt_metrics": { + "chars": 8821, + "bytes_utf8": 8821, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..316da47f34bb7b2d95f92b38e44f17d301b18bae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "item_col": "X11", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..316da47f34bb7b2d95f92b38e44f17d301b18bae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "item_col": "X11", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33a656c4a496aae750002edfd0931b703809ff08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-d914-7512-b0c1-9eb3bfddfd6d"} +{"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_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6924f0790d5a851c24c77fb0dee1a5c80731ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-d914-7512-b0c1-9eb3bfddfd6d"} +{"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_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d47e5d8aba676b44be5df5b6839da56544f15755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-e76c-76c0-9e1a-dc3a4a8c7d02"} +{"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_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df15e5ae3c62aa18a9c9ce14f00905967f0d9c62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-e76c-76c0-9e1a-dc3a4a8c7d02"} +{"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_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_85f8056de2623aa0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad96d3f6c6f4163fbea079122910caa02d203f4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/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": "2026-05-19T16:14:44.364037+00:00", + "ended_at": "2026-05-19T16:14:47.162634+00:00", + "elapsed_ms": 2798.57, + "returncode": 1, + "prompt_metrics": { + "chars": 9223, + "bytes_utf8": 9223, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d88b8da27a69817aaa030bcf49c1715c5dcd00c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/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": "2026-05-19T16:14:48.165015+00:00", + "ended_at": "2026-05-19T16:14:51.381975+00:00", + "elapsed_ms": 3216.92, + "returncode": 1, + "prompt_metrics": { + "chars": 9223, + "bytes_utf8": 9223, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..027ca8602201ac6ae817d4bc95d98422c7cfaefa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..027ca8602201ac6ae817d4bc95d98422c7cfaefa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dbffb60f7bd1d7a0d31cb11d2323d2fdbaf02ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a785-7181-bfdc-53360aefa214"} +{"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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66e120d8cc75e17f7ea3f33c0fb4d842a9d75a4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a785-7181-bfdc-53360aefa214"} +{"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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7169c4bef1f7e847e7a1c7341e71e642e815907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b663-7743-80bc-de5e8996e1de"} +{"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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd026c9f139e7243318514cc6a76544fc9e2a3bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b663-7743-80bc-de5e8996e1de"} +{"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_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_86e4ab8473ee0840/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a148bd6ebd2758c8448b05a6cdf411281e62ed00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/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": "2026-05-19T16:28:23.178750+00:00", + "ended_at": "2026-05-19T16:28:26.568203+00:00", + "elapsed_ms": 3389.41, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9901793d1a0dd4508061e58071d12a90419b7b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/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": "2026-05-19T16:28:27.571108+00:00", + "ended_at": "2026-05-19T16:28:31.085616+00:00", + "elapsed_ms": 3514.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8422, + "bytes_utf8": 8422, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fada60a9b529aa50166eae895e197d411980c58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fada60a9b529aa50166eae895e197d411980c58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "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": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d1586ea581e2f6f28626fb11f89271c90834a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2677-7761-bcae-59cd62d86990"} +{"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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcda3514b3d7c89bb5ca5a49bc51c53e7e89958a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2677-7761-bcae-59cd62d86990"} +{"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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46fb0b22c848421c0d494093c92417349e89648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-379c-7100-b68e-0afc15d3467f"} +{"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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb025920e725c48bac92dda5cbd1bed0fc827efb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-379c-7100-b68e-0afc15d3467f"} +{"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_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_8d5379c26a76c27f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..778ed1df8e7dffd76984e74c097906e74aa8bdad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/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": "2026-05-19T16:21:14.708958+00:00", + "ended_at": "2026-05-19T16:21:17.606529+00:00", + "elapsed_ms": 2897.54, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2fa9e363423877b30031ae4d7cf00eb3c2fad4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/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": "2026-05-19T16:21:18.608825+00:00", + "ended_at": "2026-05-19T16:21:25.581670+00:00", + "elapsed_ms": 6972.79, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9504adf3cb64ae1d25a9ac3e022a2f75c1e1e2d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9504adf3cb64ae1d25a9ac3e022a2f75c1e1e2d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e632022585398b45e3b023aabe23f2afa01b692 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9c63-7601-afbb-f2480e8df8e1"} +{"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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2995d231c9aa15dc7b88ddd0af846398fafe65cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9c63-7601-afbb-f2480e8df8e1"} +{"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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e68fceb53afeaaee061ffba54a18c437b53311c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ab99-7233-be97-d33384d099b0"} +{"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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a00270d93546f74cfdb421479f2951b61c789082 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ab99-7233-be97-d33384d099b0"} +{"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_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_90167f85251aa090/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c7e57c76e61bda0e930fb171dde3a61fc6255a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/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": "2026-05-19T16:15:57.544365+00:00", + "ended_at": "2026-05-19T16:16:00.288745+00:00", + "elapsed_ms": 2744.36, + "returncode": 1, + "prompt_metrics": { + "chars": 8506, + "bytes_utf8": 8506, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e7a8ccabcbec96b87a314457cd24fb9da2d4892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/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": "2026-05-19T16:16:01.290797+00:00", + "ended_at": "2026-05-19T16:16:04.669623+00:00", + "elapsed_ms": 3378.78, + "returncode": 1, + "prompt_metrics": { + "chars": 8506, + "bytes_utf8": 8506, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca0c2215ab532113ea15c4ade091638bdda592d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca0c2215ab532113ea15c4ade091638bdda592d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9650e80611681ada75b483a210170552c40046f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c575-73c1-8458-4ef3c627da57"} +{"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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a010b2e8fea498110944d64ff85d46349693902e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c575-73c1-8458-4ef3c627da57"} +{"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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2710561ad328d061e074f76b8e2b7e91988e7f5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-d422-7de0-b96d-661fab00829f"} +{"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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7073d064260195a7a0fa9d393d9aab7ba224974e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-d422-7de0-b96d-661fab00829f"} +{"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_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92bee8fa097428f0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfd0d439988013c529c76c1b3908605461125f09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/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": "2026-05-19T16:13:33.695157+00:00", + "ended_at": "2026-05-19T16:13:36.939757+00:00", + "elapsed_ms": 3244.57, + "returncode": 1, + "prompt_metrics": { + "chars": 8820, + "bytes_utf8": 8820, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbbbf57a824100257ed410c17d109ee7cbc0043f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/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": "2026-05-19T16:13:37.942192+00:00", + "ended_at": "2026-05-19T16:13:41.016176+00:00", + "elapsed_ms": 3073.94, + "returncode": 1, + "prompt_metrics": { + "chars": 8820, + "bytes_utf8": 8820, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d43bedd3dd20f3141bc306f86a216846e759453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "item_col": "X2", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d43bedd3dd20f3141bc306f86a216846e759453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "item_col": "X2", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b34b637fcda2ec1ac70daef75d393b61fbd0228 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-938a-7500-8f94-1a6fd859a4ff"} +{"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_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f14e802fa0282b7b62b16a9ae872a0e1092e79a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-938a-7500-8f94-1a6fd859a4ff"} +{"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_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3257496f510754bd3e1f76163983e3da77254d49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a428-79e1-aa84-be2c48508a5c"} +{"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_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5843c57bcfe59b2e989bf340f1a348d7ae8bc478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a428-79e1-aa84-be2c48508a5c"} +{"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_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_92f910f5bd008959/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92db09f1bbd96f948dcb9165fa822c89ab135a8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/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": "2026-05-19T16:29:02.593528+00:00", + "ended_at": "2026-05-19T16:29:06.434090+00:00", + "elapsed_ms": 3840.43, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afa46855178215c1399a2643047b7199547a4bc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/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": "2026-05-19T16:29:07.437622+00:00", + "ended_at": "2026-05-19T16:29:10.607605+00:00", + "elapsed_ms": 3169.92, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0194d1a3322a24e7f3094e0086172eb3d7a90b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0194d1a3322a24e7f3094e0086172eb3d7a90b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec7af4666f5848ec5cddb9d3c74b070c2aab3ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-c085-7720-92e9-99ee3687e33b"} +{"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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0b389c306a1165ad067b24f72dcaf3887a3db8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-c085-7720-92e9-99ee3687e33b"} +{"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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc6f0a8ab0896ad2db9f8e9a5db444aad9695084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d35e-70c2-b516-7193e07de30b"} +{"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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..425aaa8141ee1ff1e806db708c417880f34bbd05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d35e-70c2-b516-7193e07de30b"} +{"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_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_93e1bb3f90132c28/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47a6c69834069b58f7ef160cf217e509102f2d37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/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": "2026-05-19T16:18:58.245432+00:00", + "ended_at": "2026-05-19T16:19:01.382224+00:00", + "elapsed_ms": 3136.77, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d01e30f541fa026f9393f91d6c20250931dbbfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/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": "2026-05-19T16:19:02.384239+00:00", + "ended_at": "2026-05-19T16:19:08.078971+00:00", + "elapsed_ms": 5694.69, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19928b123ffb875710a8e7fdd1579b246360bce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..19928b123ffb875710a8e7fdd1579b246360bce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93ddc5ee99473f139e6f763357b029d38b7565af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8751-7bf1-bcc0-9c37d0729d69"} +{"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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89396bb048245216f06c984f557778a693e1b1ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8751-7bf1-bcc0-9c37d0729d69"} +{"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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba523cf9990366a96e33dd888c5f4195de063450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-9792-7c41-bb7d-3c2a4e1750a6"} +{"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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85270441d73dc9f5b3515bb46bda0fb93dc27a70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-9792-7c41-bb7d-3c2a4e1750a6"} +{"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_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9535ccd1d28aad16/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06059a82f70b3349906106dcb62d066bd2bd364e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/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": "2026-05-19T16:11:17.073420+00:00", + "ended_at": "2026-05-19T16:11:20.040294+00:00", + "elapsed_ms": 2966.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7a681d0ad2114389447d2383a7ff12365280bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/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": "2026-05-19T16:11:21.042773+00:00", + "ended_at": "2026-05-19T16:11:24.257108+00:00", + "elapsed_ms": 3214.29, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..054aa93e4b10cb9b2dc571522f2226917bd20ef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..054aa93e4b10cb9b2dc571522f2226917bd20ef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..115471f94c123de0b7a6e82afcde0c8c2c4b3f37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7dee-7632-99ef-d0b4edbffa65"} +{"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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77a3bc75876dc9f43ac6a5634a090f790cc77d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-7dee-7632-99ef-d0b4edbffa65"} +{"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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..960ba352d61692ba985f1aafe14430efe5c8c5cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8d61-79a1-83fe-efda0fd60c31"} +{"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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a2948b1a90ee9b6a640ecae48367647fff2cd87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8d61-79a1-83fe-efda0fd60c31"} +{"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_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_957df4496075a854/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8ddb030ec151261f8702c75b4f04e226e84cb4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/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": "2026-05-19T16:16:58.217226+00:00", + "ended_at": "2026-05-19T16:17:01.665795+00:00", + "elapsed_ms": 3448.53, + "returncode": 1, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94fa47c943c8db0e9fc1d654e5490ddb6716552c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/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": "2026-05-19T16:17:02.668509+00:00", + "ended_at": "2026-05-19T16:17:06.786485+00:00", + "elapsed_ms": 4117.92, + "returncode": 1, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07944f8f2f8473407ebcfc9bf34122122986a62e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07944f8f2f8473407ebcfc9bf34122122986a62e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..344d385dfcc41ff1eeea3080d76dc1728a2d0922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b2d3-75a1-8e69-498c643e6083"} +{"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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a58d338b992257859a8379cf13b8eb7abc5a146e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b2d3-75a1-8e69-498c643e6083"} +{"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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46140ca6bca3cd8d4cccf7bd37227ac17996799d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c447-76a1-af5f-a4e65407cd5d"} +{"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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2064c86a581a2aadec856b1b16ea1559b3f602e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c447-76a1-af5f-a4e65407cd5d"} +{"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_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_959ae5cd80c9ce53/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96c24769d331e4eb1045ffea689dca379c47b4e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/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": "2026-05-19T16:17:44.565301+00:00", + "ended_at": "2026-05-19T16:17:47.834868+00:00", + "elapsed_ms": 3269.52, + "returncode": 1, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75109fb3b5ee593fce5a389ef88ae420feff69da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/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": "2026-05-19T16:17:48.837758+00:00", + "ended_at": "2026-05-19T16:17:53.990763+00:00", + "elapsed_ms": 5152.93, + "returncode": 1, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce210a68d46fc7507ed673008381f1a99690269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X2", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce210a68d46fc7507ed673008381f1a99690269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X2", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a591304fe95a97a164a94877bc68ed0a9f181098 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-67fe-7fd3-9c2d-922bdf0dcfbe"} +{"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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa67f09881964fcd629562d3aa5083764285ac68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-67fe-7fd3-9c2d-922bdf0dcfbe"} +{"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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c8abf1f778b7479291cb1e18eb80b21ad3db3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-788a-7c20-a918-db6d08677f00"} +{"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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71de565b710dad91687b35d36058de7f244b268f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-788a-7c20-a918-db6d08677f00"} +{"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_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9dd778ab25039773/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc31cfa22aa3854f2dcbca878a767a36b1183f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/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": "2026-05-19T16:28:15.269343+00:00", + "ended_at": "2026-05-19T16:28:18.663902+00:00", + "elapsed_ms": 3394.52, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fac876faed099fff661bb52e6d3ddfa717c919e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/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": "2026-05-19T16:28:19.667121+00:00", + "ended_at": "2026-05-19T16:28:23.175381+00:00", + "elapsed_ms": 3508.19, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c40a251150c5f0cdb7d7147ed9fe772b2c78f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c40a251150c5f0cdb7d7147ed9fe772b2c78f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a2a6350118b3475bef36cf48e893f7427c9f39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-078b-7a30-9528-210202b9bd62"} +{"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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57157919cac381643d0f280ef3fa235747cba81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-078b-7a30-9528-210202b9bd62"} +{"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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ca332f572c0b85b160797053cd0202e193a266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-18d5-7263-83a1-6b3f9df2ce23"} +{"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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02c8e8cb5a17b7dd4a33388e00ce807a4851caca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-18d5-7263-83a1-6b3f9df2ce23"} +{"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_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_9e220cfd1446aa59/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36523e5b15364253c3eb5458856634baa635f467 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/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": "2026-05-19T16:19:08.081577+00:00", + "ended_at": "2026-05-19T16:19:11.224334+00:00", + "elapsed_ms": 3142.73, + "returncode": 1, + "prompt_metrics": { + "chars": 8977, + "bytes_utf8": 8977, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b0574009aacb5733f2b0a397065dd074c292adc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/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": "2026-05-19T16:19:12.226031+00:00", + "ended_at": "2026-05-19T16:19:15.302169+00:00", + "elapsed_ms": 3076.1, + "returncode": 1, + "prompt_metrics": { + "chars": 8977, + "bytes_utf8": 8977, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16bc6f34cc16a92e3f42154e2324a24874763d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..16bc6f34cc16a92e3f42154e2324a24874763d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b215eb6d56d1bfa2d03686776982a42f257a9d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ad98-78c1-a371-b6ff30a85464"} +{"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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de55cad88378d6cbc6f60bc92bf3f43832fb01c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ad98-78c1-a371-b6ff30a85464"} +{"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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f3dee9074a5efcc6a53cbcb5f106ac3a7bad23e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-bde0-7380-970b-f414b16b4fbc"} +{"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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..517f65cab6c6639e2622a39907816c4d6a482b43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-bde0-7380-970b-f414b16b4fbc"} +{"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_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a256496bb699cc03/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a643a24ae38ce2f0867fab681df05fa004a5848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/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": "2026-05-19T16:31:03.151572+00:00", + "ended_at": "2026-05-19T16:31:06.608137+00:00", + "elapsed_ms": 3456.52, + "returncode": 1, + "prompt_metrics": { + "chars": 8592, + "bytes_utf8": 8592, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68ebb8f4c49670f60c76cc8383bb2d923db5eec4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/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": "2026-05-19T16:31:07.611492+00:00", + "ended_at": "2026-05-19T16:31:11.202886+00:00", + "elapsed_ms": 3591.33, + "returncode": 1, + "prompt_metrics": { + "chars": 8592, + "bytes_utf8": 8592, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4422479e461b11569f1c129af8ae9578f7f06e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4422479e461b11569f1c129af8ae9578f7f06e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae4848f565e32f4d704f6b77799dc8c5193b83db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-975b-7d43-bc52-6c769b1295c1"} +{"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_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb719a0b8a1d5ee435549280776496de0bdcf0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-975b-7d43-bc52-6c769b1295c1"} +{"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_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d630e378e2c4c792b4353fa35171656a80abc528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-a8e2-7cd3-b29f-f60d62dee906"} +{"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_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9195532da422f88e9760e2b9b7b222b30a89865f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-a8e2-7cd3-b29f-f60d62dee906"} +{"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_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fbbb272a4cc522960a336d5255b03b075352066 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/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": "2026-05-19T16:09:46.911417+00:00", + "ended_at": "2026-05-19T16:09:51.730476+00:00", + "elapsed_ms": 4819.04, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fafa967a849525e328d503d79ea5823d9a368662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/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": "2026-05-19T16:09:52.733187+00:00", + "ended_at": "2026-05-19T16:09:55.404787+00:00", + "elapsed_ms": 2671.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e275208421a69ff6b7395799c399ac523b6b29c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e275208421a69ff6b7395799c399ac523b6b29c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..512005b9b644e1619630472e687eaa1b50fcc169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1d90-7841-83be-18a02e1dfb99"} +{"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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33f8855b86fde3c8bef27276454ad941084a9612 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1d90-7841-83be-18a02e1dfb99"} +{"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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43dea6c22eb917045e29862514c60d053712a3bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-345b-7392-82e5-2572168499b0"} +{"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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78d2ed8d2b633d403b01c283e05802f97f4828bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-345b-7392-82e5-2572168499b0"} +{"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_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a404d3e0169618dc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8520ba6302d8b825bb126807ed2212039eaaa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/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": "2026-05-19T16:18:09.830603+00:00", + "ended_at": "2026-05-19T16:18:13.374885+00:00", + "elapsed_ms": 3544.24, + "returncode": 1, + "prompt_metrics": { + "chars": 8973, + "bytes_utf8": 8973, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09a6e3d60e12dcdb662c6bc061300d7a7a8a51d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/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": "2026-05-19T16:18:14.377578+00:00", + "ended_at": "2026-05-19T16:18:17.465534+00:00", + "elapsed_ms": 3087.91, + "returncode": 1, + "prompt_metrics": { + "chars": 8973, + "bytes_utf8": 8973, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fa92c2048096fe8f6cc9c45081ae7f8c944750c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fa92c2048096fe8f6cc9c45081ae7f8c944750c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2748b0c2a18cf6fb7415286a30ce601e280c5e2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ca8f-7b90-b83b-f47cd4ad4601"} +{"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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1af2aa39c37e2e96a20e38df805d5804807e73e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-ca8f-7b90-b83b-f47cd4ad4601"} +{"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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d673f6ff0c5b28b1090766ba6e03e250467f9513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-dc6a-7262-ba1b-49762736f830"} +{"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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43203a87e0d10a011434d9a5e2460d11a33a45c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-dc6a-7262-ba1b-49762736f830"} +{"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_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_a5b7c50784b3836d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f43076b595e8d6b3735af9ac3ec9ec4015c661d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/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": "2026-05-19T16:16:38.441638+00:00", + "ended_at": "2026-05-19T16:16:41.853536+00:00", + "elapsed_ms": 3411.86, + "returncode": 1, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c73eb54f5f1f8a8696c214face93b6a020e0067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/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": "2026-05-19T16:16:42.855850+00:00", + "ended_at": "2026-05-19T16:16:50.701541+00:00", + "elapsed_ms": 7845.65, + "returncode": 1, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b320cd50bc82eefc02a4218f7a7d1d26a5a3c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b320cd50bc82eefc02a4218f7a7d1d26a5a3c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0c21f7c970a8485bdf317961807e73919751bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-65b0-7242-a43b-e811459a16e1"} +{"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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..677ef477291a2bf8dfa461e88371c4105f27c54e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-65b0-7242-a43b-e811459a16e1"} +{"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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ccdf98387db09aa40824fbbbb1065f65f81b9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-76eb-7820-bb07-89e1fb5ef318"} +{"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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bdc9804fccd52f25dc644d26e0c24f7362e371e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-76eb-7820-bb07-89e1fb5ef318"} +{"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_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_aaa3065ada7e23ec/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb2997a7d3ef5136d68e9dc178e56388522beabd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/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": "2026-05-19T16:24:08.323690+00:00", + "ended_at": "2026-05-19T16:24:16.414696+00:00", + "elapsed_ms": 8090.96, + "returncode": 1, + "prompt_metrics": { + "chars": 8601, + "bytes_utf8": 8601, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5372143fa8a22e2cd4de697b1132c7e663c8be6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/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": "2026-05-19T16:24:17.417572+00:00", + "ended_at": "2026-05-19T16:24:21.998628+00:00", + "elapsed_ms": 4580.99, + "returncode": 1, + "prompt_metrics": { + "chars": 8601, + "bytes_utf8": 8601, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e354b461eaffc38d5cea0b78603d3ae966a5d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e354b461eaffc38d5cea0b78603d3ae966a5d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..305db587c634d4e2d0f4a3f39934e9daa85a5e94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4321-7cc3-9505-a19d95dfe342"} +{"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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4948172c788be10e972be89c0c5bad7d7c5f341b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4321-7cc3-9505-a19d95dfe342"} +{"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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85f7fe518450f942b8c040968a398a5301e8f0c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-66ac-7dc3-99e1-53eba42ca4e3"} +{"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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..90ff84df8723e89723aa89a65dc1cf83004d2d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-66ac-7dc3-99e1-53eba42ca4e3"} +{"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_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_addef00285ab5242/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b1de766f0dbf05a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b1de766f0dbf05a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf3b7b7164c1c5794eecd0885651a767493eea25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b1de766f0dbf05a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-ac59-7bd0-8698-a5dbd5635760"} +{"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_f/n6/artifacts/v2q_n6_b1de766f0dbf05a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b1de766f0dbf05a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17ff2fac045e6b9bc9aab02b9a9d7b1cada38461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/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": "2026-05-19T16:13:18.914054+00:00", + "ended_at": "2026-05-19T16:13:22.054226+00:00", + "elapsed_ms": 3140.15, + "returncode": 1, + "prompt_metrics": { + "chars": 8827, + "bytes_utf8": 8827, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..579d9de1d0a4c911bdca415091e413b1c97d1ac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/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": "2026-05-19T16:13:23.057343+00:00", + "ended_at": "2026-05-19T16:13:26.239473+00:00", + "elapsed_ms": 3182.08, + "returncode": 1, + "prompt_metrics": { + "chars": 8827, + "bytes_utf8": 8827, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbee8327c740846611e2664cded2d78921bbc62d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "item_col": "X1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbee8327c740846611e2664cded2d78921bbc62d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "item_col": "X1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..985f8652904dd0e8127afb2f8b89020e0f45af5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-59c7-79e1-9483-2cff2ff07f8b"} +{"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_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46325166ad4ddb0811d47e874f152b3a0380b00f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-59c7-79e1-9483-2cff2ff07f8b"} +{"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_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf8f5ceb273c5fa0ac49b3a617ace305003ed283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-69f4-7983-a12b-371b089d5e7a"} +{"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_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..678000bba753955868d6c0c5e496342ee88d639a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-69f4-7983-a12b-371b089d5e7a"} +{"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_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b379c847161088a3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5eda824f118fbe103e91facf0a20cf85967557a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/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": "2026-05-19T16:13:10.183506+00:00", + "ended_at": "2026-05-19T16:13:13.445977+00:00", + "elapsed_ms": 3262.44, + "returncode": 1, + "prompt_metrics": { + "chars": 8820, + "bytes_utf8": 8820, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b89b8d76568b2246ffc7f077faa7840ed88a0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/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": "2026-05-19T16:13:14.448350+00:00", + "ended_at": "2026-05-19T16:13:18.911624+00:00", + "elapsed_ms": 4463.23, + "returncode": 1, + "prompt_metrics": { + "chars": 8820, + "bytes_utf8": 8820, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b627901b0d765076958ca4cebc75158cc83c3000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "item_col": "X1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b627901b0d765076958ca4cebc75158cc83c3000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "item_col": "X1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..322058f98b346efc53b509be60579c790658f38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-37ad-7803-817f-80af84dfe2d6"} +{"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_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..103dce02140246372d15831bdffcb9517ab8e9b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-37ad-7803-817f-80af84dfe2d6"} +{"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_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6987f61a3e5906e9e3e56be4b6382eb8895dfdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4842-71a1-abb7-ffbc914d9d6f"} +{"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_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d930448d7ac38a4e10d1f0dfdd9848ddbe7c00b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4842-71a1-abb7-ffbc914d9d6f"} +{"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_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b38549b4ce0eb902/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bad6adcaf43069626e0118c9e829980a434d8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8421, "bytes_utf8": 8421, "lines": 300, "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": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14796, "cached_input_tokens": 12288, "output_tokens": 418, "reasoning_output_tokens": 318}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d0768a2e9ec523332ed8920f03730e043fe8dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/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": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b39a5d8a70d29747", + "api_calls": 0, + "input_tokens": 14796, + "cached_input_tokens": 12288, + "output_tokens": 418, + "total_tokens": 15214, + "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": 10356.86, + "sql_execution_elapsed_ms_total": 4.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/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_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50c058a378c2ef3881f0c0bb493f195c494a6d0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/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": "2026-05-19T16:08:48.767390+00:00", + "ended_at": "2026-05-19T16:08:59.124276+00:00", + "elapsed_ms": 10356.86, + "prompt_metrics": { + "chars": 8421, + "bytes_utf8": 8421, + "lines": 300, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 700, + "bytes_utf8": 700, + "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": 338, + "bytes_utf8": 338, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14796, + "cached_input_tokens": 12288, + "output_tokens": 418, + "reasoning_output_tokens": 318 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2861557d1fcc360cd7446c9a1918a3ebe64b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8767d072105689fe24910f0fa796d7b87974b3c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-3ab3-7771-b63c-8f543072a37d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"y\\\" and measure_col=\\\"X2\\\". CAST to REAL is included because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14796,"cached_input_tokens":12288,"output_tokens":418,"reasoning_output_tokens":318}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..954d14e3f879c677d5e124dd85db7d08461396c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS \"total_measure\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped-sum template with group_col=\"y\" and measure_col=\"X2\". CAST to REAL is included 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_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b39a5d8a70d29747/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afb68629c431c1a166e9b6376b380ec1e5889857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/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": "2026-05-19T16:16:12.168870+00:00", + "ended_at": "2026-05-19T16:16:15.395883+00:00", + "elapsed_ms": 3226.97, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f535f24255be68cc28a7a07046e600ae44aab6d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/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": "2026-05-19T16:16:16.398256+00:00", + "ended_at": "2026-05-19T16:16:19.900777+00:00", + "elapsed_ms": 3502.46, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a683a3e4aa5746bb3ea28075594a95225271ba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a683a3e4aa5746bb3ea28075594a95225271ba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d750c536028bccce07ae737126e33786deb45c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-fef7-7c61-b144-a4b522ed1288"} +{"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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f70b8c8d0ecce58b57bb10023cf54f9ef46c6883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-fef7-7c61-b144-a4b522ed1288"} +{"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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c941c27325e314d7accdef41bfef515631d9870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0f71-7d72-8cb8-d5f6b88b3fac"} +{"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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1de5865c3ad5a7acf5e8d0d2f08ebddc29f97aa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0f71-7d72-8cb8-d5f6b88b3fac"} +{"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_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b4a311798e541573/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48df6fa2c23ea00e9923f315b29852c3ed3a17e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/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": "2026-05-19T16:13:55.670953+00:00", + "ended_at": "2026-05-19T16:13:59.724430+00:00", + "elapsed_ms": 4053.45, + "returncode": 1, + "prompt_metrics": { + "chars": 9224, + "bytes_utf8": 9224, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f48a48a0c52c64da728954a90852d8454a958a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/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": "2026-05-19T16:14:00.725907+00:00", + "ended_at": "2026-05-19T16:14:04.007073+00:00", + "elapsed_ms": 3281.14, + "returncode": 1, + "prompt_metrics": { + "chars": 9224, + "bytes_utf8": 9224, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77df6cada93062fc04be8f95302ccc88b3e7ff32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77df6cada93062fc04be8f95302ccc88b3e7ff32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..194be27cfb7c32bfc2a9d53e2dac58c2838a233f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e957-7ad2-950d-e3276c36d1c7"} +{"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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c4d171ff53be0c97c45cb9a278ec9bf71d51cfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e957-7ad2-950d-e3276c36d1c7"} +{"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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32879b82dfbc5d8553fd91aa66b8af3beaecbf24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-fd25-79f2-8cbb-c03dca9b4775"} +{"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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42492bee7f9011937861ba6180bac03943fd1ad1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-fd25-79f2-8cbb-c03dca9b4775"} +{"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_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b68ba23b8fa8aea0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef44cde818d3d58bb2cbb484aea2a2920623ce31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/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": "2026-05-19T16:21:25.585184+00:00", + "ended_at": "2026-05-19T16:21:28.563158+00:00", + "elapsed_ms": 2977.95, + "returncode": 1, + "prompt_metrics": { + "chars": 8599, + "bytes_utf8": 8599, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d749371e1a391a94165664d147bcaf3bf71f73f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/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": "2026-05-19T16:21:29.565348+00:00", + "ended_at": "2026-05-19T16:21:32.498439+00:00", + "elapsed_ms": 2933.06, + "returncode": 1, + "prompt_metrics": { + "chars": 8599, + "bytes_utf8": 8599, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..847657639994aca920d6040e1c996b2ae1902319 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6558e7947907fd4249a2afbd74096d4c2fd9f538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c6ee-7612-8c13-77ccc45a44c3"} +{"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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70efcf539aed6b333d8405c0cefc2d2dafc7f003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-c6ee-7612-8c13-77ccc45a44c3"} +{"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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf4f0f8f29acb451a1dcb2df0c070e253c12354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d66b-7b71-8dd3-e753cacfd00d"} +{"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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb8c3dd8dc5a5cca32f454927287dd0077488969 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-d66b-7b71-8dd3-e753cacfd00d"} +{"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_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_b7561d07769dcfe4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2193f012bbf1a732d6caee7551b882544692f189 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/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": "2026-05-19T16:16:50.704944+00:00", + "ended_at": "2026-05-19T16:16:53.801412+00:00", + "elapsed_ms": 3096.43, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c066e41590148dd0d8fe26383755c432a78e7200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/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": "2026-05-19T16:16:54.804109+00:00", + "ended_at": "2026-05-19T16:16:58.213800+00:00", + "elapsed_ms": 3409.63, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2892e2adb46e380514d11ff33a78ebdb298dfb7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2892e2adb46e380514d11ff33a78ebdb298dfb7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba446a8800412d309647dd417e4c23c762d5940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-957b-75c3-996b-8f303465d869"} +{"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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..651398815f90e1a5e0c4b1c2967210b6a7721eff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-957b-75c3-996b-8f303465d869"} +{"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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..507aed6c38c9e123b7c7d612cba8d6e60c025087 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a57f-77f2-9e52-818fc60d1318"} +{"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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c7ae418768450aaf437d401abf03cd640cb9975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a57f-77f2-9e52-818fc60d1318"} +{"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_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bb129978a4781522/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17cf4d17fdfb2006518effd6540a5d9a6a34d76d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/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": "2026-05-19T16:12:16.377161+00:00", + "ended_at": "2026-05-19T16:12:20.594476+00:00", + "elapsed_ms": 4217.29, + "returncode": 1, + "prompt_metrics": { + "chars": 8828, + "bytes_utf8": 8828, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4a00124a2062adca289027a649f84441b68243f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/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": "2026-05-19T16:12:21.596474+00:00", + "ended_at": "2026-05-19T16:12:25.857358+00:00", + "elapsed_ms": 4260.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8828, + "bytes_utf8": 8828, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b82d8cf862afb4b16e5a71e9cb240b4e49ef7586 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "item_col": "X13", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b82d8cf862afb4b16e5a71e9cb240b4e49ef7586 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "item_col": "X13", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..855a9b25100d5e32d0b628ec7287f178b36e11ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6579-7e20-a885-66c4058f7306"} +{"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_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0804f1943e8826a4c3980b505ad1193c2b8c3414 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6579-7e20-a885-66c4058f7306"} +{"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_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5e5016c4d1564cdd82ce259c9fb514cbe3207ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7a05-7a71-9238-3668a89c429b"} +{"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_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5647eb671dfc3e696f7012453da39874ca1ad6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7a05-7a71-9238-3668a89c429b"} +{"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_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_bf41cc874a100e51/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f75c16bba02a5b18a69db418abda33bbcf335f4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/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": "2026-05-19T16:23:30.394066+00:00", + "ended_at": "2026-05-19T16:23:40.259870+00:00", + "elapsed_ms": 9865.77, + "returncode": 1, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1040010b4309ce87324a7775980e2c01a3d320d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/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": "2026-05-19T16:23:41.262426+00:00", + "ended_at": "2026-05-19T16:23:45.800389+00:00", + "elapsed_ms": 4537.91, + "returncode": 1, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c82ac63c888a21cc071530237cbcfc61ece50c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c82ac63c888a21cc071530237cbcfc61ece50c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28dd5afcad45e1c5aec39efdde09459f318b4856 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-aecd-7741-856d-e36f5fe799e1"} +{"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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27340781c52660cf52564ac008bd9be6616216bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-aecd-7741-856d-e36f5fe799e1"} +{"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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5bb2ebf1e9ab10ce3b4e1d970f5ad317b37bcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d93a-7223-a348-30725a9b60ee"} +{"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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af7a9fc64166c583f8d99cc1cddecc2f2b8fe34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d93a-7223-a348-30725a9b60ee"} +{"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_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c18142e8d028fe78/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e9352a844a80c662f3d1903fc3e674fc956a9c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/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": "2026-05-19T16:15:06.730685+00:00", + "ended_at": "2026-05-19T16:15:09.896218+00:00", + "elapsed_ms": 3165.5, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..600199b4a40346ec2efac3a9bf379c6019902d4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/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": "2026-05-19T16:15:10.898409+00:00", + "ended_at": "2026-05-19T16:15:14.420196+00:00", + "elapsed_ms": 3521.74, + "returncode": 1, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..538b337ec2045f59684c4da158be9e81d8956b9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..538b337ec2045f59684c4da158be9e81d8956b9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..254c039e4f950edc1e49c37db54c58271f0145a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fee6-7040-b762-00c3568316f7"} +{"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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f369deb77c55d0ac82802b1fe1903c2d5e60530 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fee6-7040-b762-00c3568316f7"} +{"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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b00791716fc76b2c85ef37fbdaeac4b0da3a9ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0f1e-7f13-8d46-ed6cdf0c3b02"} +{"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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..00c204cef98d2fe40456e86a8365f89c70599567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0f1e-7f13-8d46-ed6cdf0c3b02"} +{"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_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7386a9f4a7cb63c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e14b75efa069292cf3a5b273c79e8f1ea96b89e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/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": "2026-05-19T16:13:03.128880+00:00", + "ended_at": "2026-05-19T16:13:06.256132+00:00", + "elapsed_ms": 3127.22, + "returncode": 1, + "prompt_metrics": { + "chars": 8823, + "bytes_utf8": 8823, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5725ba848e7119c3fa2c5f1ff1b9ca9996195294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/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": "2026-05-19T16:13:07.258201+00:00", + "ended_at": "2026-05-19T16:13:10.180688+00:00", + "elapsed_ms": 2922.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8823, + "bytes_utf8": 8823, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db87bf45388f0d231e544e831748527b0bf346cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "item_col": "X16", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db87bf45388f0d231e544e831748527b0bf346cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "item_col": "X16", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2878f7e42c333045065787598b69f212e928427d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1c1a-7e31-bf3b-d16d2844f82f"} +{"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_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7845bf7539907a472259db9ee91585522fd84c14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1c1a-7e31-bf3b-d16d2844f82f"} +{"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_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b427ea9dfa823a9d60c63db226ea49f617a2ef24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2c39-7953-ba0b-7c28b3586890"} +{"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_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d54051338a9e2ba4c69b5d358bc6178fc8ca5c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2c39-7953-ba0b-7c28b3586890"} +{"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_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_c7864072c2b58537/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..baced4cc265834d3876f9f039033bae103c04b4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/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": "2026-05-19T16:20:30.246860+00:00", + "ended_at": "2026-05-19T16:20:41.859863+00:00", + "elapsed_ms": 11612.98, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d8eb25df10a765a3281e54d7cb535c6d67cb214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/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": "2026-05-19T16:20:42.862338+00:00", + "ended_at": "2026-05-19T16:20:50.530529+00:00", + "elapsed_ms": 7668.14, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7deb96f62bb651a19db821d3540e01c8ee7d1a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7deb96f62bb651a19db821d3540e01c8ee7d1a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..071911493d8f6ffec5263dfbf76771fc980c5b89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-eec5-7cd2-8f29-e925168a696f"} +{"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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..212b404c1da7e4484699948ecfee01d662905da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-eec5-7cd2-8f29-e925168a696f"} +{"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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..983761f1a248ed0823c9a4292c80b74f42fa5131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-1ffd-7dd2-aec9-11a52341271f"} +{"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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e763d518eb59e8924e3c37a57ffd9de9923258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-1ffd-7dd2-aec9-11a52341271f"} +{"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_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cbd8d4ede9ac6c0f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb6fbb4f0c7f4c74fc49b1713f623699584ad55c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/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": "2026-05-19T16:12:25.860358+00:00", + "ended_at": "2026-05-19T16:12:29.415852+00:00", + "elapsed_ms": 3555.47, + "returncode": 1, + "prompt_metrics": { + "chars": 8827, + "bytes_utf8": 8827, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48d0da1a97d384a38c80c2ed1ba72062d087c851 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/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": "2026-05-19T16:12:30.417915+00:00", + "ended_at": "2026-05-19T16:12:33.200975+00:00", + "elapsed_ms": 2783.03, + "returncode": 1, + "prompt_metrics": { + "chars": 8827, + "bytes_utf8": 8827, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c6690bbdc056bf0a5f9946dc3b5b50b4731fed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "item_col": "X14", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c6690bbdc056bf0a5f9946dc3b5b50b4731fed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "item_col": "X14", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64d0f4328d2155fee237e010eca51931c8773b68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8a7c-74d0-815a-842fa325c103"} +{"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_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d65252471fd6c98e8cbe52a95d79bc8476e7b809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8a7c-74d0-815a-842fa325c103"} +{"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_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f23871d12eab6f4664d76748af15ba0d7d2a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9c48-72d0-9ec2-37d7330f0581"} +{"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_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..adbd2526d7793ba21bad0b82880c81312da1f7da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9c48-72d0-9ec2-37d7330f0581"} +{"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_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_cf7f1a97f0a3dfab/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d81218b9cc8a9ab0e1e3ba1d80826c65f6488d0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/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": "2026-05-19T16:30:06.799255+00:00", + "ended_at": "2026-05-19T16:30:10.330431+00:00", + "elapsed_ms": 3531.13, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88325bcc7132610a864eca5111d792668e5f8065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/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": "2026-05-19T16:30:11.334084+00:00", + "ended_at": "2026-05-19T16:30:14.585428+00:00", + "elapsed_ms": 3251.28, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec38532acf3d3d93b3f43bcc097238d5a8180af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec38532acf3d3d93b3f43bcc097238d5a8180af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44816fd610c1b85201f775ddce9763fb0b36ac56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-bb33-7eb3-bf2e-df610f4c406c"} +{"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_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f874bab9ff6a2a6cbbf869c73d319b2783430940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-bb33-7eb3-bf2e-df610f4c406c"} +{"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_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c589d07e18ec92ee1a28a1b502f0c15cb427bfb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ccf1-7e01-8886-145627718874"} +{"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_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b3e4010b2510268fe08334caf67296ac4aa09e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ccf1-7e01-8886-145627718874"} +{"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_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2e51239b1932ee103d016e962efacf40994fccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/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": "2026-05-19T16:10:17.364662+00:00", + "ended_at": "2026-05-19T16:10:20.517626+00:00", + "elapsed_ms": 3152.94, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21412967568a0d84cd5d1095c2066457f96bebc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/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": "2026-05-19T16:10:21.519840+00:00", + "ended_at": "2026-05-19T16:10:24.568242+00:00", + "elapsed_ms": 3048.37, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a062163487b95701b009d28b4148dc0f3265f7e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a062163487b95701b009d28b4148dc0f3265f7e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..816d99fc38445e5a105c316f0f19aa09848b5e5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9497-7e02-b315-c19e4ca522df"} +{"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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..992e466050af2bfc165ac02260a70b0b5bbdaf63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9497-7e02-b315-c19e4ca522df"} +{"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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9f3b0748176fdefd3405c6db1f7675b0ff5b8c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a4e4-7170-8678-4a4cea634ddc"} +{"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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fc3a5929d148fa8d1ce74b3f1877bdfad5155c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a4e4-7170-8678-4a4cea634ddc"} +{"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_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d281c295e7430a30/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fdee42f3db1ca8e0a07a087f4f53b21395b4f07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/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": "2026-05-19T16:10:09.862874+00:00", + "ended_at": "2026-05-19T16:10:13.094408+00:00", + "elapsed_ms": 3231.51, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac282cafce328167769b1632672fa1c0f6882fb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/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": "2026-05-19T16:10:14.096113+00:00", + "ended_at": "2026-05-19T16:10:17.361980+00:00", + "elapsed_ms": 3265.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8420, + "bytes_utf8": 8420, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e0f0156c0902af3bdba09d02a36602f67371ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e0f0156c0902af3bdba09d02a36602f67371ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4b48a0b81d1a3de6646433c4840f9d7ac562a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7735-7f31-bcaf-0642a4f7f548"} +{"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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ee7213411c413da8a723bb1ecfd4f4cbe576928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7735-7f31-bcaf-0642a4f7f548"} +{"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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..660498e52da9d203b644e855d49cc6199af55471 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-87f7-7eb1-9b7f-6a04f45e3658"} +{"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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66b592925234e8bb45bc85dc0bfe4865d3640e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-87f7-7eb1-9b7f-6a04f45e3658"} +{"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_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d3327de78bc9bc28/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eab79aee74dc715351fc99fcb18296d6e438cf69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/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": "2026-05-19T16:11:02.148734+00:00", + "ended_at": "2026-05-19T16:11:05.808605+00:00", + "elapsed_ms": 3659.84, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86db15f077b39a36c40caf9562bf62712af3f263 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/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": "2026-05-19T16:11:06.810453+00:00", + "ended_at": "2026-05-19T16:11:09.642335+00:00", + "elapsed_ms": 2831.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4e85dd5e3840c2b8c5d04943f6eef529cc0e7d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4e85dd5e3840c2b8c5d04943f6eef529cc0e7d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e1b8b2b968c80d7966e4bfbaf6b630d0d2a8be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-438d-7340-823e-cdefef8e2563"} +{"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_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20acef6643b68ea05920ee7847f248c1d9622c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-438d-7340-823e-cdefef8e2563"} +{"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_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b21565fdf479b869619fdf3ce88f913368f12ae5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-55c5-76f2-a073-47866d3d6c0b"} +{"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_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1d6076d5507e675e2bd5cf9a3f6e99aade2f29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-55c5-76f2-a073-47866d3d6c0b"} +{"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_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d4f769d654ebc024/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61bea561d9381700acd8736f01f18a9bd742027c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/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": "2026-05-19T16:31:11.206419+00:00", + "ended_at": "2026-05-19T16:31:14.513179+00:00", + "elapsed_ms": 3306.73, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae4c99c80c33d747d14fccd5f609d2a912f319e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/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": "2026-05-19T16:31:15.516226+00:00", + "ended_at": "2026-05-19T16:31:18.883376+00:00", + "elapsed_ms": 3367.09, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97bbcc26ada93ad5d4e9e5107c8023582560c337 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97bbcc26ada93ad5d4e9e5107c8023582560c337 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41cb3485a19ac0b593134633cb0d6794b5347795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-b709-7a62-98f2-0635e4d6d92c"} +{"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_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..767b78c556e98f54ec1e3b39fbe113b78b69d351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-b709-7a62-98f2-0635e4d6d92c"} +{"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_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ecd473177eb8689b626ee9eeef5a3015ff479d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-c7cc-7d31-97ba-13572d66a63e"} +{"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_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f18ae4b3a817357cdaeb4cd031b4827827ae547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-c7cc-7d31-97ba-13572d66a63e"} +{"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_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6654a467cf3b229f6f03bb21e1551f9d3b359201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/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": "2026-05-19T16:17:36.828261+00:00", + "ended_at": "2026-05-19T16:17:40.300094+00:00", + "elapsed_ms": 3471.79, + "returncode": 1, + "prompt_metrics": { + "chars": 8604, + "bytes_utf8": 8604, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32e8794fe1c415cea03de806f09fe46be96758ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/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": "2026-05-19T16:17:41.303030+00:00", + "ended_at": "2026-05-19T16:17:44.561470+00:00", + "elapsed_ms": 3258.38, + "returncode": 1, + "prompt_metrics": { + "chars": 8604, + "bytes_utf8": 8604, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee1856b3cb3695ab8b21ad05206e65193b5234f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee1856b3cb3695ab8b21ad05206e65193b5234f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b790b225c311c67abb07c2af548eef74f21176d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-499e-7270-8bd5-08838c120e9a"} +{"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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a9b6c275dab74c6cf4d5b8797741968eb3f16c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-499e-7270-8bd5-08838c120e9a"} +{"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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31f5225d5481c8592579c6930172c572b79e504f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-5b4e-7473-8af2-599e33a5919e"} +{"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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..90b79057e173e8877e250155faab20571b84bf37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-5b4e-7473-8af2-599e33a5919e"} +{"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_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_dc720aaee27c2fad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc6094147eb809511d2e292aca2fe739f757cc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/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": "2026-05-19T16:25:54.374639+00:00", + "ended_at": "2026-05-19T16:25:57.474552+00:00", + "elapsed_ms": 3099.87, + "returncode": 1, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3cf1691427c22a71d07efa698dd90e0458611743 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/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": "2026-05-19T16:25:58.477615+00:00", + "ended_at": "2026-05-19T16:26:01.504741+00:00", + "elapsed_ms": 3027.07, + "returncode": 1, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c3edc68578e06c1961203aba98ef1cf688b4ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c3edc68578e06c1961203aba98ef1cf688b4ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_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": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87971ab3db16c3c9f29851468d8c34906fa8ad03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-e155-7a92-b9d9-6eed5be564e0"} +{"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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c506879ebcef13260477037fece800fd9b7cd241 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-e155-7a92-b9d9-6eed5be564e0"} +{"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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7fb53a6413f8e44b67c027f4fd92c08472a1b60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-f12a-7960-ae5a-c727a42af332"} +{"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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fc15f742020fdae9423ad0f0a8a4950fcc18fe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-f12a-7960-ae5a-c727a42af332"} +{"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_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_df00a45508b0a914/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb95bd480b7ec6bf11001500e53c7baa5ac6aa91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/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": "2026-05-19T16:15:14.422886+00:00", + "ended_at": "2026-05-19T16:15:17.779067+00:00", + "elapsed_ms": 3356.15, + "returncode": 1, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57a19c3f3d0424574483a57814dd4384cd32912e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/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": "2026-05-19T16:15:18.781583+00:00", + "ended_at": "2026-05-19T16:15:23.888667+00:00", + "elapsed_ms": 5107.05, + "returncode": 1, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27eda3a57f201b3fc5509a89f800d5dfb4255e89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..27eda3a57f201b3fc5509a89f800d5dfb4255e89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a43f173dad0d2328be2e9745ee5589abf267074 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1cfb-7a21-b4d9-e65a44a0685c"} +{"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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e74a844f7ce50f83d02a21330bae8d0314678b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1cfb-7a21-b4d9-e65a44a0685c"} +{"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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b51f30202399e2d94ac67985959f0ec8ff71ce8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2dfd-79f2-800a-bb3c8f3f9d78"} +{"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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab33f652710ad267d107ecd72cb507cdd1669c15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2dfd-79f2-800a-bb3c8f3f9d78"} +{"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_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e1f862fd13f9d3ff/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e63f56e65fa2ee16ee947c7f511fd85d55485cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/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": "2026-05-19T16:10:39.542751+00:00", + "ended_at": "2026-05-19T16:10:42.448952+00:00", + "elapsed_ms": 2906.17, + "returncode": 1, + "prompt_metrics": { + "chars": 8340, + "bytes_utf8": 8340, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04347463f5217edc8d8a0b652552db2ee2a392fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/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": "2026-05-19T16:10:43.451240+00:00", + "ended_at": "2026-05-19T16:10:46.547171+00:00", + "elapsed_ms": 3095.88, + "returncode": 1, + "prompt_metrics": { + "chars": 8340, + "bytes_utf8": 8340, + "lines": 298, + "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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bceb5c0010c592c577b7dc461a0ee1cd17f5284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bceb5c0010c592c577b7dc461a0ee1cd17f5284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS 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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77b1be41ab7e34b3606edda46593c9eb066b919 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-eb63-71f2-875a-02a0d8eddb6d"} +{"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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1320fb5697ca745affa430510b537e6b20e630a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-eb63-71f2-875a-02a0d8eddb6d"} +{"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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38674f6c7b6a0e348f33e357eb571cefcd13077b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-fa7f-7122-87bd-76154764c9b3"} +{"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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46f701c966f084fa60767734436cdcb8d82cc4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-fa7f-7122-87bd-76154764c9b3"} +{"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_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e2ac864927f053ef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a237f8d7072319c1a886a8792c700e7c5f458d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/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": "2026-05-19T16:08:41.414484+00:00", + "ended_at": "2026-05-19T16:08:44.302351+00:00", + "elapsed_ms": 2887.83, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c36c21eba2ef9064d61c62ce754aa24030c13c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/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": "2026-05-19T16:08:45.304817+00:00", + "ended_at": "2026-05-19T16:08:48.764671+00:00", + "elapsed_ms": 3459.8, + "returncode": 1, + "prompt_metrics": { + "chars": 8418, + "bytes_utf8": 8418, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9997cb2263e5d92ce20571bb3f49a9672316c9b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9997cb2263e5d92ce20571bb3f49a9672316c9b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_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": "n6", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d932f8a281682a4cfe60808267c71371ebcede64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1dc4-7fb1-b59e-f1e5488895e1"} +{"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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54df6c7f51cd6978e7fa42991ad614a34eb06e95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1dc4-7fb1-b59e-f1e5488895e1"} +{"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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be91ae5eb14f7aafd2ea0bae5159a646198d706c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2cfb-7d11-a291-1803ecaa8a67"} +{"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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ce4b907e141e1eb1f429cbb1dbafdde38c92c50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2cfb-7d11-a291-1803ecaa8a67"} +{"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_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e6c3204302ffa83d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2585032a404b01a5adde777f01588409d353c215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/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": "2026-05-19T16:12:41.232894+00:00", + "ended_at": "2026-05-19T16:12:44.580978+00:00", + "elapsed_ms": 3348.05, + "returncode": 1, + "prompt_metrics": { + "chars": 8821, + "bytes_utf8": 8821, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..693be58d89cff312a925abc25a92f2ae2a39509a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/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": "2026-05-19T16:12:45.582644+00:00", + "ended_at": "2026-05-19T16:12:48.434918+00:00", + "elapsed_ms": 2852.24, + "returncode": 1, + "prompt_metrics": { + "chars": 8821, + "bytes_utf8": 8821, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..965371db8562f6ae7bd7c6790be4e3788f0d98cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "item_col": "X15", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..965371db8562f6ae7bd7c6790be4e3788f0d98cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "item_col": "X15", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da93637a2c9fcad09894a4c9a229da26b13d8aa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-c68b-7803-b7f5-e3deaf1b60ce"} +{"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_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dd70c1a1dcde3d786e2a7e55ca1143f6ee27910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-c68b-7803-b7f5-e3deaf1b60ce"} +{"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_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e2c9b163f0b3330e59c74afed9d21eb4f758c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-d792-75c3-80b7-3626b08b2668"} +{"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_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ba99c9457e2131799182f83fd50af9b97c17f51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-d792-75c3-80b7-3626b08b2668"} +{"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_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_e714d06596c58a41/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0456ceb70d434219f84df98a6c4b5894404cdba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/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": "2026-05-19T16:20:50.539247+00:00", + "ended_at": "2026-05-19T16:20:59.184236+00:00", + "elapsed_ms": 8644.95, + "returncode": 1, + "prompt_metrics": { + "chars": 8977, + "bytes_utf8": 8977, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e46314d5a86177f8ac501d673135e66f0465dde7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/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": "2026-05-19T16:21:00.186841+00:00", + "ended_at": "2026-05-19T16:21:02.982438+00:00", + "elapsed_ms": 2795.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8977, + "bytes_utf8": 8977, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a9d69c5e066c7fe7711b85c65e07422b620b56c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a9d69c5e066c7fe7711b85c65e07422b620b56c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47aaa44ee2b9bf8601cd50fa86ed2b4be3897a3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-3deb-7e20-913d-cc725a34c129"} +{"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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c2034cbdb66c557f45e4327e2133d09eb926696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-3deb-7e20-913d-cc725a34c129"} +{"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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67c5e7c6712674d140bff07a4aa1c8a4d9900029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6397-70a0-9b00-74229b79e444"} +{"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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bed57cd0b2dca82b0bd4a36e923ead244852a3b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6397-70a0-9b00-74229b79e444"} +{"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_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_eac5de5e6195733a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d793316edaf0d824307b8ab997f869ed288a2de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/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": "2026-05-19T16:29:42.542556+00:00", + "ended_at": "2026-05-19T16:29:47.194727+00:00", + "elapsed_ms": 4652.13, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95ef63c8eabc60fa56924cdaeaf24cbbc2d386f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/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": "2026-05-19T16:29:48.197372+00:00", + "ended_at": "2026-05-19T16:29:51.732978+00:00", + "elapsed_ms": 3535.54, + "returncode": 1, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef843cd011d61e7b25890f0baa27a9295798a3e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef843cd011d61e7b25890f0baa27a9295798a3e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b7480b98b646d5a60907e5ade3e0a417c7d30ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5c67-7022-b3c0-406d2154e294"} +{"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_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e334244e3e1f3ae217424f3d44f99895e6d314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5c67-7022-b3c0-406d2154e294"} +{"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_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0b2dbc5f7c23e135055fd3c856a9aed7e7be81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7289-7632-bcfe-db4ad506d8fc"} +{"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_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..81479c033d47c14a5bb695e9d566c59af3b366b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7289-7632-bcfe-db4ad506d8fc"} +{"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_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95e4097173371320d1a1155659989221d18a95a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/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": "2026-05-19T16:29:59.334092+00:00", + "ended_at": "2026-05-19T16:30:02.453811+00:00", + "elapsed_ms": 3119.68, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2804bddfe35f97e5afedf74bd0b7bb85efa3de72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/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": "2026-05-19T16:30:03.457020+00:00", + "ended_at": "2026-05-19T16:30:06.795334+00:00", + "elapsed_ms": 3338.24, + "returncode": 1, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5028a1a890ae587861d4896fad97390a428a072 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5028a1a890ae587861d4896fad97390a428a072 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7bb577fec1cceaf9811a7b38befbc8681bb72af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9e00-7981-8b54-e4366cd98fe2"} +{"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_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2320b1869eede39de49306fde053bd7ae27123bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9e00-7981-8b54-e4366cd98fe2"} +{"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_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3b3ca86478d3deef67ec6a81e32dbec8a104d66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ae2c-7e30-a891-7e6a35aa0e2d"} +{"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_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ada1e4012e37ba150d83ef8a2f61cf567f68f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ae2c-7e30-a891-7e6a35aa0e2d"} +{"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_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fc44a73b8dd24415823f47df807612d12dcfbd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/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": "2026-05-19T16:18:28.402794+00:00", + "ended_at": "2026-05-19T16:18:31.466324+00:00", + "elapsed_ms": 3063.5, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32f2dc8af37314410ba37dd9c42327b341b66d23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/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": "2026-05-19T16:18:32.468750+00:00", + "ended_at": "2026-05-19T16:18:35.464678+00:00", + "elapsed_ms": 2995.9, + "returncode": 1, + "prompt_metrics": { + "chars": 8976, + "bytes_utf8": 8976, + "lines": 300, + "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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7cc5aca27e63a91f844670ad8692c462269093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7cc5aca27e63a91f844670ad8692c462269093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_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": "n6", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fef9c1e5861e0cd4fddaedce0248e1c56fb2d473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-12bb-7ee2-aeb1-0155abc46c6c"} +{"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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d985eb69f8c698303cc8bcd2d5764c892a4ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-12bb-7ee2-aeb1-0155abc46c6c"} +{"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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..feb9d1cebda5798face2ffb49edf4280e182856c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-22aa-7a03-bf8d-7b85d6e7276e"} +{"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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c3da7d3dbfd4824a978d46b1ab8b7a8db708e8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-22aa-7a03-bf8d-7b85d6e7276e"} +{"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_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_f566149a505b7f94/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9dcba54b9bce678a0f55bc0c3e9e04af079540bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/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": "2026-05-19T16:11:32.928500+00:00", + "ended_at": "2026-05-19T16:11:36.009537+00:00", + "elapsed_ms": 3081.01, + "returncode": 1, + "prompt_metrics": { + "chars": 8821, + "bytes_utf8": 8821, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7bf27b27f4a12eb60b1e1296ced63c6ebc0fda64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/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": "2026-05-19T16:11:37.011625+00:00", + "ended_at": "2026-05-19T16:11:40.436508+00:00", + "elapsed_ms": 3424.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8821, + "bytes_utf8": 8821, + "lines": 302, + "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_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df5cff4d8b6ca0a62bb281d3cde958899763dfed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "item_col": "X10", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df5cff4d8b6ca0a62bb281d3cde958899763dfed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "item_col": "X10", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f731b241be974bbc71c6d957f615c276c7eaaa56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-bbc1-7bb1-bf69-8b6d80cc06ab"} +{"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_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24dd467b823731aa217f2e345e5efa8663c70f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-bbc1-7bb1-bf69-8b6d80cc06ab"} +{"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_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a423f265c1f94c79d8444fcb8282206949facf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-cbfc-7280-87b0-14f90e0f16b2"} +{"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_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c619e1ad243627394a28afc0c359f870f3289ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-cbfc-7280-87b0-14f90e0f16b2"} +{"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_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n6/artifacts/v2q_n6_fbe46781a6b3ea71/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391