diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd9820b85464425fa613ed86e2565dfe4a194a8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5791, "bytes_utf8": 5791, "lines": 168, "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": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13738, "cached_input_tokens": 12032, "output_tokens": 336, "reasoning_output_tokens": 203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb12bfeb6ace85a660340c353fc3818d6a422df6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_011d8c042904e6cf", + "api_calls": 0, + "input_tokens": 13738, + "cached_input_tokens": 12032, + "output_tokens": 336, + "total_tokens": 14074, + "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": 9062.31, + "sql_execution_elapsed_ms_total": 1.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..898c9961ab2b1f05d5ead7b66100131f1c5c71fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/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": "2026-05-19T16:03:12.472369+00:00", + "ended_at": "2026-05-19T16:03:21.534707+00:00", + "elapsed_ms": 9062.31, + "prompt_metrics": { + "chars": 5791, + "bytes_utf8": 5791, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 871, + "bytes_utf8": 871, + "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": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13738, + "cached_input_tokens": 12032, + "output_tokens": 336, + "reasoning_output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c01df6694cd33ee73aa0d87f99e42e524bac31c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a88b6288374b2b22382c7986142e2f0373c1ba52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-18f9-7e21-a16b-6b4017adadd3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"chord_length\\\" AS REAL)) > 0.2286\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Cast \\\"chord_length\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13738,"cached_input_tokens":12032,"output_tokens":336,"reasoning_output_tokens":203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5063924123caf7fc2a02109504bc459173613c1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"chord_length\" AS REAL)) > 0.2286\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the planned Thresholded Group Ranking template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". Cast \"chord_length\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1c23a9ef8846c0739fedf9ff4fcfa7acd8703d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:21.567563+00:00", + "ended_at": "2026-05-19T15:59:24.493755+00:00", + "elapsed_ms": 2926.17, + "returncode": 1, + "prompt_metrics": { + "chars": 5905, + "bytes_utf8": 5905, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20fa3cf11e9daf015f2b7fa53a48b50ebb1d5de6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/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": "2026-05-19T15:59:25.495202+00:00", + "ended_at": "2026-05-19T15:59:30.204640+00:00", + "elapsed_ms": 4709.4, + "returncode": 1, + "prompt_metrics": { + "chars": 5905, + "bytes_utf8": 5905, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f20210523c9d8d873e3fc5226bc86cba91778000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "127.315", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f20210523c9d8d873e3fc5226bc86cba91778000 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "127.315", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bce36fa45fa15240003e64249546ebf728dd22f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-92f5-77a1-8bdb-dd6471011ac0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a67ef9ffda874ee1ee8908029ea2c8f22eb73d79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-92f5-77a1-8bdb-dd6471011ac0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d8dc7248aaa7a680d3726228f7d019d4dc2ba1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a251-7bc2-a3a9-c180a35be804"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29929b79c272cc8f162a5b744ed147e23c5e4a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a251-7bc2-a3a9-c180a35be804"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afb9968df723b0d7d60fbdb21555436f7100c05e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6055, "bytes_utf8": 6055, "lines": 170, "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": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13812, "cached_input_tokens": 12032, "output_tokens": 701, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ece049707d085094a982714b9a1869d85d1ad42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_04386f02a7447eed", + "api_calls": 0, + "input_tokens": 13812, + "cached_input_tokens": 12032, + "output_tokens": 701, + "total_tokens": 14513, + "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": 15884.85, + "sql_execution_elapsed_ms_total": 1.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ddb20eac11af244462ac6f712f7da372ea3cb33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:17.832969+00:00", + "ended_at": "2026-05-19T15:34:33.717859+00:00", + "elapsed_ms": 15884.85, + "prompt_metrics": { + "chars": 6055, + "bytes_utf8": 6055, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1107, + "bytes_utf8": 1107, + "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": 724, + "bytes_utf8": 724, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13812, + "cached_input_tokens": 12032, + "output_tokens": 701, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03d01244fed870f87d1133d9fb486a6eb87e55f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "item_col": "angle_of_attack", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51c73b7c1d348d7c7fd6d299c3a0d416e80a5edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-a0ee-7b93-b5c6-180f6e4ec271"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"angle_of_attack\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"free_stream_velocity\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"angle_of_attack\\\", and measure_col=\\\"free_stream_velocity\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13812,"cached_input_tokens":12032,"output_tokens":701,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ddc4338ee1d62cdff32de616373f89b54b96157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"angle_of_attack\",\n SUM(CAST(\"free_stream_velocity\" AS REAL)) AS total_measure,\n SUM(CAST(\"free_stream_velocity\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"free_stream_velocity\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Uses the provided Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"angle_of_attack\", and measure_col=\"free_stream_velocity\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e01fa3bc9e684da375c17af74304554b8ce4863e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5624, "bytes_utf8": 5624, "lines": 168, "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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13693, "cached_input_tokens": 12288, "output_tokens": 287, "reasoning_output_tokens": 173}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fac1f7c4fda84f47d69467ad564762d75b8d1fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_0ab63b1ff4fc51a2", + "api_calls": 0, + "input_tokens": 13693, + "cached_input_tokens": 12288, + "output_tokens": 287, + "total_tokens": 13980, + "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": 10798.93, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7e72f2a1203af2b57ac5828f7e26080876e9975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:58.879584+00:00", + "ended_at": "2026-05-19T15:29:09.678547+00:00", + "elapsed_ms": 10798.93, + "prompt_metrics": { + "chars": 5624, + "bytes_utf8": 5624, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "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": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13693, + "cached_input_tokens": 12288, + "output_tokens": 287, + "reasoning_output_tokens": 173 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d84e42748f6e33d2c9403bbb0ce8f7172de022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04ea28588509eccbd36ae4a4038223deaa66762d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-c312-7881-b321-1fb69425e3cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13693,"cached_input_tokens":12288,"output_tokens":287,"reasoning_output_tokens":173}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa3474afcef0f4103062942e1699b372b9a39529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"free_stream_velocity\",\n SUM(CAST(\"chord_length\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2c814c39edf4ea3101f0ee387c5e4f11cee256e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5528, "bytes_utf8": 5528, "lines": 166, "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": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13664, "cached_input_tokens": 12672, "output_tokens": 405, "reasoning_output_tokens": 329}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb5a9c4722f699d2eada0110a4dd6ae18b65dfed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_0b6b8c84c9f66e3a", + "api_calls": 0, + "input_tokens": 13664, + "cached_input_tokens": 12672, + "output_tokens": 405, + "total_tokens": 14069, + "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": 10382.82, + "sql_execution_elapsed_ms_total": 0.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70dac0d7a3f2ef865a4771602220ad972c76022d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:21.934553+00:00", + "ended_at": "2026-05-19T15:31:32.317398+00:00", + "elapsed_ms": 10382.82, + "prompt_metrics": { + "chars": 5528, + "bytes_utf8": 5528, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "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": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13664, + "cached_input_tokens": 12672, + "output_tokens": 405, + "reasoning_output_tokens": 329 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05ddc64f53c235c6d66cecc7469cf0145b9e5daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30ca172112afded1a890477acaf9060f2ed4f956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-f1c6-7551-8c64-b808b0b969ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"free_stream_velocity\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Counts rows for each free_stream_velocity subgroup to inspect count distribution and subgroup-size stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13664,"cached_input_tokens":12672,"output_tokens":405,"reasoning_output_tokens":329}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33ed5a69dd660eab4d8760ce8a34d03f02cd77c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"free_stream_velocity\", COUNT(*) AS \"row_count\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"row_count\" DESC;","notes":"Counts rows for each free_stream_velocity subgroup to inspect count distribution and subgroup-size stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed2594bb3633f6cc98301e5c34cb89815d89baf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5723, "bytes_utf8": 5723, "lines": 168, "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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13703, "cached_input_tokens": 12672, "output_tokens": 554, "reasoning_output_tokens": 450}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d13e1f9a3fc9e0a86ad653a73187109e3447fd7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_0da34a3af662e8b6", + "api_calls": 0, + "input_tokens": 13703, + "cached_input_tokens": 12672, + "output_tokens": 554, + "total_tokens": 14257, + "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": 14721.98, + "sql_execution_elapsed_ms_total": 3.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8196df1d233b7fd186e9f5fdf9400e5039fb43f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:37.598851+00:00", + "ended_at": "2026-05-19T15:38:52.320848+00:00", + "elapsed_ms": 14721.98, + "prompt_metrics": { + "chars": 5723, + "bytes_utf8": 5723, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "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": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13703, + "cached_input_tokens": 12672, + "output_tokens": 554, + "reasoning_output_tokens": 450 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..854107e7aebfadab5029e2e385699d7bade38ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11f69e0ac68c713ade29f7019cc492641cdd6bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-97a4-7ee3-ba32-479965991194"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"free_stream_velocity\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with both roles bound to \\\"free_stream_velocity\\\". The measure is CAST to REAL because this SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13703,"cached_input_tokens":12672,"output_tokens":554,"reasoning_output_tokens":450}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..318c4be534190d5acb3e0aa3a8da4b11fb21e2bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"free_stream_velocity\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with both roles bound to \"free_stream_velocity\". The measure is CAST to REAL because this SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cc8eb01ac9cb48745fd52e7ddc25cc8065e4d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/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": "2026-05-19T16:06:02.751684+00:00", + "ended_at": "2026-05-19T16:06:08.521494+00:00", + "elapsed_ms": 5769.78, + "returncode": 1, + "prompt_metrics": { + "chars": 5814, + "bytes_utf8": 5814, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adc4c955399ff9c29003d7167348fc98088cc687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/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": "2026-05-19T16:06:09.523578+00:00", + "ended_at": "2026-05-19T16:06:12.664217+00:00", + "elapsed_ms": 3140.6, + "returncode": 1, + "prompt_metrics": { + "chars": 5814, + "bytes_utf8": 5814, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4f37b7d04fb4c8a6f675e285e70eef01fdce8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4f37b7d04fb4c8a6f675e285e70eef01fdce8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..958a150dacc4300a0dd43f06c4bfa24d2fbd83c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b25c-7ec1-ace6-3110c4d3aa8d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a101f404b7adbc44865c7eae971d1b223fd86b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b25c-7ec1-ace6-3110c4d3aa8d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e84fc01e68e1e95436eb45f68be7b7940600395b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-cc9a-79b1-9cae-bb8d777a9af2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d80065674f21e087e4c4c8dafb5bf0a5a22c6fb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-cc9a-79b1-9cae-bb8d777a9af2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d52c7f89e63eca8f021b87b28ebbdfcc49b1835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5625, "bytes_utf8": 5625, "lines": 168, "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": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13693, "cached_input_tokens": 12672, "output_tokens": 363, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a15aae80749749efe0529078de570e1f7de8dba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_1453b3d373955d09", + "api_calls": 0, + "input_tokens": 13693, + "cached_input_tokens": 12672, + "output_tokens": 363, + "total_tokens": 14056, + "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": 9047.7, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a1db8607f72894024506a8fe6d0c757c60e033b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:09.682933+00:00", + "ended_at": "2026-05-19T15:29:18.730657+00:00", + "elapsed_ms": 9047.7, + "prompt_metrics": { + "chars": 5625, + "bytes_utf8": 5625, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 772, + "bytes_utf8": 772, + "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": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13693, + "cached_input_tokens": 12672, + "output_tokens": 363, + "reasoning_output_tokens": 258 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc67e8d384732af65d13569fbc6c7bba0f1a1130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14f59192a08c393050e628cb383a8d130269da6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-ed2a-7f81-822d-742215b86da3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Instantiated the provided Grouped Numeric Sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13693,"cached_input_tokens":12672,"output_tokens":363,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3ae3c8bed6d36be83094a3da23a31a1964f2a85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Instantiated the provided Grouped Numeric Sum template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1453b3d373955d09/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..648d2a23519eb104cc11f99dd7c44697c24b0145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5903, "bytes_utf8": 5903, "lines": 171, "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": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13761, "cached_input_tokens": 12672, "output_tokens": 388, "reasoning_output_tokens": 267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56ded221c48ca5e9153de0432411ea25c1b094f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_14933a6b6ef0d77a", + "api_calls": 0, + "input_tokens": 13761, + "cached_input_tokens": 12672, + "output_tokens": 388, + "total_tokens": 14149, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9911.01, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95720555665cb23a55a4d1264c0e4c83d81d5031 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:19.527159+00:00", + "ended_at": "2026-05-19T15:58:29.438200+00:00", + "elapsed_ms": 9911.01, + "prompt_metrics": { + "chars": 5903, + "bytes_utf8": 5903, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 858, + "bytes_utf8": 858, + "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": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13761, + "cached_input_tokens": 12672, + "output_tokens": 388, + "reasoning_output_tokens": 267 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228f8edec99f724800f151dd9a075e33bfe7c0a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "127.315", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35822afd046ab0d90af681532aa53bb10d84a3e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-a08d-7402-829a-09e33f9676e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"sound_pressure_level\\\" = '127.315' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"free_stream_velocity\\\" and condition_col=\\\"sound_pressure_level\\\", measuring the within-group proportion of rows whose sound_pressure_level exactly equals 127.315.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13761,"cached_input_tokens":12672,"output_tokens":388,"reasoning_output_tokens":267}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2f75042b810c45ae549e79c96ab277175a09539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"sound_pressure_level\" = '127.315' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"free_stream_velocity\" and condition_col=\"sound_pressure_level\", measuring the within-group proportion of rows whose sound_pressure_level exactly equals 127.315."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14933a6b6ef0d77a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a765f816ecb976c556bb180298e9e741cf1f048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:53.700816+00:00", + "ended_at": "2026-05-19T15:57:56.814385+00:00", + "elapsed_ms": 3113.54, + "returncode": 1, + "prompt_metrics": { + "chars": 5897, + "bytes_utf8": 5897, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33f90e34b1b7f78eb098e3072934b8cacde9f035 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/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": "2026-05-19T15:57:57.816206+00:00", + "ended_at": "2026-05-19T15:58:01.223651+00:00", + "elapsed_ms": 3407.41, + "returncode": 1, + "prompt_metrics": { + "chars": 5897, + "bytes_utf8": 5897, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56355e079bff3c64a31e46d31bfd28afed78ce72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "39.6", + "positive_value": "39.6", + "negative_value": "71.3", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..56355e079bff3c64a31e46d31bfd28afed78ce72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "39.6", + "positive_value": "39.6", + "negative_value": "71.3", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5caf02decdf3ff1394af4cf93c0a05e2bfabe176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3b99-7730-a471-b40cadec3ee3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8237ce2d53dff87d4db289f7514c1eee6f3c51db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3b99-7730-a471-b40cadec3ee3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39f8cea4eb711a83137be8d494a213fcb3314da2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-4bed-7962-b20c-118d263dbbbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d014e873edf2a7d94444ece467f9dea211a27351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-4bed-7962-b20c-118d263dbbbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_14f4826835e42242/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6497d45a10b8461f392550682db4ff246851b4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=chord_length. +Result preview: [{"free_stream_velocity": "71.3", "condition_rate": 0.1935483870967742}, {"free_stream_velocity": "39.6", "condition_rate": 0.19166666666666668}, {"free_stream_velocity": "55.5", "condition_rate": 0.16606498194945848}, {"free_stream_velocity": "31.7", "condition_rate": 0.15302491103202848}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f7d97e38b80b8aabe809f02896e25b769562750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n2_158ac900c3ab3bb1 +-- problem_id: v2p_n2_2a7fd13158875990 +-- realization_mode: agent +-- source_kind: agent +SELECT "free_stream_velocity", + AVG(CASE WHEN "chord_length" = '0.1524' THEN 1 ELSE 0 END) AS condition_rate +FROM "n2" +GROUP BY "free_stream_velocity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a294a9d367eaba70659dd3d872d66d08b30fd29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"chord_length\" = '0.1524' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"chord_length\\\" = '0.1524' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"free_stream_velocity\", \"condition_rate\"], \"rows\": [{\"free_stream_velocity\": \"71.3\", \"condition_rate\": 0.1935483870967742}, {\"free_stream_velocity\": \"39.6\", \"condition_rate\": 0.19166666666666668}, {\"free_stream_velocity\": \"55.5\", \"condition_rate\": 0.16606498194945848}, {\"free_stream_velocity\": \"31.7\", \"condition_rate\": 0.15302491103202848}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7cb03bf66269c6f4075b0a5908ced859cb15d25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:58:36.547148+00:00", + "ended_at": "2026-05-19T15:58:50.752549+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_158ac900c3ab3bb1", + "problem_id": "v2p_n2_2a7fd13158875990", + "dataset_id": "n2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=chord_length.", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "chord_length", + "condition_value": "0.1524", + "positive_value": "0.0254", + "negative_value": "0.1524", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_158ac900c3ab3bb1.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_158ac900c3ab3bb1", + "api_calls": 0, + "input_tokens": 13763, + "cached_input_tokens": 12672, + "output_tokens": 293, + "total_tokens": 14056, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13199.21, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1dc4a3047bee533c34242b95f8338d45b278825a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:39.865071+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3316.23, "started_at": "2026-05-19T15:58:36.547934+00:00", "ended_at": "2026-05-19T15:58:39.864188+00:00", "prompt_metrics": {"chars": 5886, "bytes_utf8": 5886, "lines": 171, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-e311-7792-bb8b-a5289d0ec540\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:58:50.749851+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9882.98, "started_at": "2026-05-19T15:58:40.866073+00:00", "ended_at": "2026-05-19T15:58:50.749083+00:00", "prompt_metrics": {"chars": 5886, "bytes_utf8": 5886, "lines": 171, "estimated_tokens": null}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13763, "cached_input_tokens": 12672, "output_tokens": 293, "reasoning_output_tokens": 177}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"chord_length\\\" = '0.1524' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"free_stream_velocity\\\" and condition_col=\\\"chord_length\\\", using condition_value='0.1524' exactly as bound.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..182c41e1aa7b79c4352c5215ee6a6b5b5e2153c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_158ac900c3ab3bb1", + "api_calls": 0, + "input_tokens": 13763, + "cached_input_tokens": 12672, + "output_tokens": 293, + "total_tokens": 14056, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13199.21, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_158ac900c3ab3bb1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7e7d8b0f1ed5596573e71f62dfe7c22f6d4db9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5628, "bytes_utf8": 5628, "lines": 168, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13692, "cached_input_tokens": 12032, "output_tokens": 324, "reasoning_output_tokens": 221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..526dc447f46b7fb183859de1510a9419e532b176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_163d4125db5986d9", + "api_calls": 0, + "input_tokens": 13692, + "cached_input_tokens": 12032, + "output_tokens": 324, + "total_tokens": 14016, + "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": 9377.25, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1fd5896db8d5dccbf113e8a957e1803caf3ea9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:32.476383+00:00", + "ended_at": "2026-05-19T15:30:41.853659+00:00", + "elapsed_ms": 9377.25, + "prompt_metrics": { + "chars": 5628, + "bytes_utf8": 5628, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 419, + "bytes_utf8": 419, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13692, + "cached_input_tokens": 12032, + "output_tokens": 324, + "reasoning_output_tokens": 221 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c378f900cc5c047041fca45230806b15b9b2d2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f08a9857efb99d21edc71a63ea761ba82cd9af3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-30a9-77b3-a685-704d54e908ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". Cast the summed measure from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13692,"cached_input_tokens":12032,"output_tokens":324,"reasoning_output_tokens":221}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3d180fcc89c885e546d0085482d9435820c0e6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"free_stream_velocity\" and measure_col=\"angle_of_attack\". Cast the summed measure from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_163d4125db5986d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7345b9f7d2bf7591483f9515687346fb72da666b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=chord_length. +Result preview: [{"free_stream_velocity": "39.6", "total_measure": 65.3288}, {"free_stream_velocity": "71.3", "total_measure": 63.7794}, {"free_stream_velocity": "31.7", "total_measure": 38.354}, {"free_stream_velocity": "55.5", "total_measure": 37.769800000000004}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3df9caabe42faab7f22fa535486034b8e8bf47eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n2_1aed82d8732b11db +-- problem_id: v2p_n2_c9c07ff63b4025cf +-- realization_mode: agent +-- source_kind: agent +SELECT + "free_stream_velocity", + SUM(CAST("chord_length" AS REAL)) AS total_measure +FROM "n2" +WHERE "free_stream_velocity" IS NOT NULL + AND "free_stream_velocity" <> '' + AND "chord_length" IS NOT NULL + AND "chord_length" <> '' +GROUP BY "free_stream_velocity" +HAVING SUM(CAST("chord_length" AS REAL)) > 0.1524 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8b2bedfadf2ef41bd404b65b1d11c81a822d28b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT\n \"free_stream_velocity\",\n SUM(CAST(\"chord_length\" AS REAL)) AS total_measure\nFROM \"n2\"\nWHERE \"free_stream_velocity\" IS NOT NULL\n AND \"free_stream_velocity\" <> ''\n AND \"chord_length\" IS NOT NULL\n AND \"chord_length\" <> ''\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"chord_length\" AS REAL)) > 0.1524\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nWHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"free_stream_velocity\\\" <> ''\\n AND \\\"chord_length\\\" IS NOT NULL\\n AND \\\"chord_length\\\" <> ''\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"chord_length\\\" AS REAL)) > 0.1524\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"free_stream_velocity\", \"total_measure\"], \"rows\": [{\"free_stream_velocity\": \"39.6\", \"total_measure\": 65.3288}, {\"free_stream_velocity\": \"71.3\", \"total_measure\": 63.7794}, {\"free_stream_velocity\": \"31.7\", \"total_measure\": 38.354}, {\"free_stream_velocity\": \"55.5\", \"total_measure\": 37.769800000000004}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19e5849328ddea115e406d72d49c017537e87195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T16:03:21.539665+00:00", + "ended_at": "2026-05-19T16:03:36.048532+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_1aed82d8732b11db", + "problem_id": "v2p_n2_c9c07ff63b4025cf", + "dataset_id": "n2", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_1aed82d8732b11db.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_1aed82d8732b11db", + "api_calls": 0, + "input_tokens": 13738, + "cached_input_tokens": 12032, + "output_tokens": 701, + "total_tokens": 14439, + "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": 14500.98, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e27c9588c05e76e5552f75d95b408ea36e38edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:36.043303+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14500.98, "started_at": "2026-05-19T16:03:21.540668+00:00", "ended_at": "2026-05-19T16:03:36.041679+00:00", "prompt_metrics": {"chars": 5795, "bytes_utf8": 5795, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13738, "cached_input_tokens": 12032, "output_tokens": 701, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nWHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"free_stream_velocity\\\" <> ''\\n AND \\\"chord_length\\\" IS NOT NULL\\n AND \\\"chord_length\\\" <> ''\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"chord_length\\\" AS REAL)) > 0.1524\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the thresholded group ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Cast the measure from TEXT to REAL for SQLite aggregation and filtered null/empty values to keep a stable grouped view.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eee4f8827ea6b632f31eb001794a473cab9b13cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_1aed82d8732b11db", + "api_calls": 0, + "input_tokens": 13738, + "cached_input_tokens": 12032, + "output_tokens": 701, + "total_tokens": 14439, + "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": 14500.98, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1aed82d8732b11db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea51e700c5d411cb2b4a94761e4b06f2b2310b54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5618, "bytes_utf8": 5618, "lines": 168, "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": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13689, "cached_input_tokens": 4480, "output_tokens": 415, "reasoning_output_tokens": 304}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b170d5ea7b5cda1fb0c1d89820b82f7ecf1ae89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_1c410e06c5118351", + "api_calls": 0, + "input_tokens": 13689, + "cached_input_tokens": 4480, + "output_tokens": 415, + "total_tokens": 14104, + "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": 11108.45, + "sql_execution_elapsed_ms_total": 0.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b51b67e4d1d7e1fa10f5cbbe15da59bf9a6f2b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:17.995236+00:00", + "ended_at": "2026-05-19T15:28:29.103712+00:00", + "elapsed_ms": 11108.45, + "prompt_metrics": { + "chars": 5618, + "bytes_utf8": 5618, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 815, + "bytes_utf8": 815, + "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": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13689, + "cached_input_tokens": 4480, + "output_tokens": 415, + "reasoning_output_tokens": 304 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db54fd83074c0c5ebaa6361e34f888062f1276b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6172d8cc336a797805d2aaeea0345d29f6c7387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-233b-7e22-91f2-548e1c9351e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the required Grouped Numeric Sum template with group_col bound to free_stream_velocity and measure_col bound to frequency. CAST(\\\"frequency\\\" AS REAL) is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13689,"cached_input_tokens":4480,"output_tokens":415,"reasoning_output_tokens":304}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e8771681b0db629b3f55f70beca311e103fdcf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"frequency\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the required Grouped Numeric Sum template with group_col bound to free_stream_velocity and measure_col bound to frequency. CAST(\"frequency\" AS REAL) is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1c410e06c5118351/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee6f8c9d87e704ebe9ee00c4ebff0275b440236f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5724, "bytes_utf8": 5724, "lines": 168, "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": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13704, "cached_input_tokens": 12672, "output_tokens": 286, "reasoning_output_tokens": 180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83c56c250a0c862742d9549bcbe1c3619c184989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_1de5688901e85609", + "api_calls": 0, + "input_tokens": 13704, + "cached_input_tokens": 12672, + "output_tokens": 286, + "total_tokens": 13990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8197.7, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39080cf18624ea9238378189e1b35551f3ac4b52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:29.395575+00:00", + "ended_at": "2026-05-19T15:38:37.593293+00:00", + "elapsed_ms": 8197.7, + "prompt_metrics": { + "chars": 5724, + "bytes_utf8": 5724, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 797, + "bytes_utf8": 797, + "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": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13704, + "cached_input_tokens": 12672, + "output_tokens": 286, + "reasoning_output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8734f29cf18d786c018915872c1d92669fddcdab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09057f4a82fb66e7d7369c4a2f09408f7821224b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-7794-7971-a36e-fdf5d41854f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"free_stream_velocity\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col and measure_col both bound to \\\"free_stream_velocity\\\". Cast to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13704,"cached_input_tokens":12672,"output_tokens":286,"reasoning_output_tokens":180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9a18e0121f4ba36f33a2685004e445e8a4a0b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"free_stream_velocity\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col and measure_col both bound to \"free_stream_velocity\". Cast to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1de5688901e85609/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0e435d209310ae841e72cdf87933a26dbc127ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5523, "bytes_utf8": 5523, "lines": 166, "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": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13663, "cached_input_tokens": 12672, "output_tokens": 191, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8abbfb37c89235ccbbce37a78832ab8501ec2a01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_1ee8eaf40570fb5e", + "api_calls": 0, + "input_tokens": 13663, + "cached_input_tokens": 12672, + "output_tokens": 191, + "total_tokens": 13854, + "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": 9479.81, + "sql_execution_elapsed_ms_total": 0.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87c6a799215583e677df99ebc5b2c059a165e50c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:47.751960+00:00", + "ended_at": "2026-05-19T15:31:57.231787+00:00", + "elapsed_ms": 9479.81, + "prompt_metrics": { + "chars": 5523, + "bytes_utf8": 5523, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 677, + "bytes_utf8": 677, + "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": 331, + "bytes_utf8": 331, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13663, + "cached_input_tokens": 12672, + "output_tokens": 191, + "reasoning_output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..198a0d30523a8cb2b06086d9e13ff413e58afb6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbe0cc5699912fcf49b337b4039240fdf3eb6a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-56cb-77a1-870e-01c0ac19be54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"free_stream_velocity\\\", COUNT(*) AS row_count\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the requested grouped-count template on \\\"free_stream_velocity\\\" to inspect subgroup size distribution/stability in the single table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13663,"cached_input_tokens":12672,"output_tokens":191,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e516c0e60c71f13bd92d80c4740c627a4a6089b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"free_stream_velocity\", COUNT(*) AS row_count\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY row_count DESC;","notes":"Uses the requested grouped-count template on \"free_stream_velocity\" to inspect subgroup size distribution/stability in the single table."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_1ee8eaf40570fb5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc1b7d7fba5393cb69e312d698356cbd67618926 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:34.691466+00:00", + "ended_at": "2026-05-19T16:02:38.272007+00:00", + "elapsed_ms": 3580.5, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63bd5c9ec08e6a066132085dc5ed821a520af19d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:39.273948+00:00", + "ended_at": "2026-05-19T16:02:42.071391+00:00", + "elapsed_ms": 2797.4, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..261eb03b003cbe4993bc40d3572c19c6abacdb84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..261eb03b003cbe4993bc40d3572c19c6abacdb84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98b8796a2a055bba9791aff6427ff495b1429d4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-854c-7642-9be0-1150a73fd378"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..527cd90d9e9683a3cca5007597bb95e2e38640bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-854c-7642-9be0-1150a73fd378"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8adadcef0d860f1ab325c851718712fa01e97292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9735-76b1-97b7-03bbed37f43c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dc0ece9131f8235f8c94afcc55718c63687266f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9735-76b1-97b7-03bbed37f43c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_21313a92a1f999cf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6866051276e72b6002e214fea7af92cfeb4500fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5793, "bytes_utf8": 5793, "lines": 166, "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": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13746, "cached_input_tokens": 12672, "output_tokens": 433, "reasoning_output_tokens": 283}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b369ce9383b6a3e70fa73b3ecbe51df841802a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_223f79ba415b8bb5", + "api_calls": 0, + "input_tokens": 13746, + "cached_input_tokens": 12672, + "output_tokens": 433, + "total_tokens": 14179, + "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": 12170.1, + "sql_execution_elapsed_ms_total": 6.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d5df7ae7d8966ed1241625be81bbc346168add9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:32.398212+00:00", + "ended_at": "2026-05-19T15:42:44.568354+00:00", + "elapsed_ms": 12170.1, + "prompt_metrics": { + "chars": 5793, + "bytes_utf8": 5793, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 954, + "bytes_utf8": 954, + "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": 595, + "bytes_utf8": 595, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13746, + "cached_input_tokens": 12672, + "output_tokens": 433, + "reasoning_output_tokens": 283 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..069c231ab13bd4931d0ec39ca6571bcc9db84e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement_thickness.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23b59ea931ed380f42ca44122e45cf6f55135d06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-2cc7-7901-820b-da1ad193ae9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"displacement_thickness\\\" AS REAL) AS \\\"displacement_thickness\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"displacement_thickness\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n2\\\"\\n)\\nSELECT \\\"displacement_thickness\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"displacement_thickness\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to displacement_thickness and num_tiles=10. Cast to REAL because the SQLite column is stored as TEXT but represents numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13746,"cached_input_tokens":12672,"output_tokens":433,"reasoning_output_tokens":283}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ee65eaa4f6e8610a66b0038ea521678be38ed10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"displacement_thickness\" AS REAL) AS \"displacement_thickness\",\n NTILE(10) OVER (ORDER BY CAST(\"displacement_thickness\" AS REAL) DESC) AS tail_bucket\n FROM \"n2\"\n)\nSELECT \"displacement_thickness\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"displacement_thickness\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to displacement_thickness and num_tiles=10. Cast to REAL because the SQLite column is stored as TEXT but represents numeric values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_223f79ba415b8bb5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7860f40107075650dc8818ca37844b46a8db3ca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack. +Result preview: [{"free_stream_velocity": "71.3", "avg_measure": 7.490322580645161}, {"free_stream_velocity": "39.6", "avg_measure": 7.3777083333333335}, {"free_stream_velocity": "55.5", "avg_measure": 5.696028880866426}, {"free_stream_velocity": "31.7", "avg_measure": 5.6644128113879}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b95153b3e10c65e3b62ec2c294821cf1bd10b9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n2_25475fa355923461 +-- problem_id: v2p_n2_872de6c628282881 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "free_stream_velocity", + AVG(CAST("angle_of_attack" AS REAL)) OVER (PARTITION BY "free_stream_velocity") AS avg_measure +FROM "n2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87ab8c700e6ffa198382a53207959771b8adb6c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"angle_of_attack\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"angle_of_attack\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"free_stream_velocity\", \"avg_measure\"], \"rows\": [{\"free_stream_velocity\": \"71.3\", \"avg_measure\": 7.490322580645161}, {\"free_stream_velocity\": \"39.6\", \"avg_measure\": 7.3777083333333335}, {\"free_stream_velocity\": \"55.5\", \"avg_measure\": 5.696028880866426}, {\"free_stream_velocity\": \"31.7\", \"avg_measure\": 5.6644128113879}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.04}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04f6a035d1eb965addd7daef2940268f1fcae4ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:39:50.660770+00:00", + "ended_at": "2026-05-19T15:40:01.425349+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_25475fa355923461", + "problem_id": "v2p_n2_872de6c628282881", + "dataset_id": "n2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_25475fa355923461.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_25475fa355923461", + "api_calls": 0, + "input_tokens": 13702, + "cached_input_tokens": 12672, + "output_tokens": 263, + "total_tokens": 13965, + "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": 10754.89, + "sql_execution_elapsed_ms_total": 5.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88bd4f3bfaaeba35a1ce72a729425117b88ea360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:01.418072+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10754.89, "started_at": "2026-05-19T15:39:50.661782+00:00", "ended_at": "2026-05-19T15:40:01.416715+00:00", "prompt_metrics": {"chars": 5708, "bytes_utf8": 5708, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13702, "cached_input_tokens": 12672, "output_tokens": 263, "reasoning_output_tokens": 151}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"angle_of_attack\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef852077f66a7ff75a10265eb1c8fe02bab73f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_25475fa355923461", + "api_calls": 0, + "input_tokens": 13702, + "cached_input_tokens": 12672, + "output_tokens": 263, + "total_tokens": 13965, + "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": 10754.89, + "sql_execution_elapsed_ms_total": 5.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_25475fa355923461/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cac2001f0156ba0f765da1c833e4e7087da7a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5605, "bytes_utf8": 5605, "lines": 166, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5605, "bytes_utf8": 5605, "lines": 166, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13702, "cached_input_tokens": 12032, "output_tokens": 460, "reasoning_output_tokens": 367}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a2ea7fca373c6b25606e0d5c67c04618f22dca8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_255c4c68f1c1b89a", + "api_calls": 0, + "input_tokens": 13702, + "cached_input_tokens": 12032, + "output_tokens": 460, + "total_tokens": 14162, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14102.67, + "sql_execution_elapsed_ms_total": 0.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ffc6ff4d7a020c70bde9192a2c36c39bd70ac7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:47.997188+00:00", + "ended_at": "2026-05-19T16:00:51.411794+00:00", + "elapsed_ms": 3414.57, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e50c8b17bb5798654c48de5035722628b291537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:52.413721+00:00", + "ended_at": "2026-05-19T16:01:03.101862+00:00", + "elapsed_ms": 10688.1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "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": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13702, + "cached_input_tokens": 12032, + "output_tokens": 460, + "reasoning_output_tokens": 367 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f8bd0c36062961f474167447c6a472d7331cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f8bd0c36062961f474167447c6a472d7331cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1010e00dd2fd7254e919d9250086503abe41e2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e48a-70f3-bc99-76a44eb11209"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70607a0c1b907a88ca2bb2d1a6d585d654e950eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e48a-70f3-bc99-76a44eb11209"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c66afaa81ffe6ecf39f0745e388215ce49d37b5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f5b8-76b3-8ce3-a238bba31719"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 10;\",\"notes\":\"Implements the Low-Support Group Count template using group_col=\\\"free_stream_velocity\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13702,"cached_input_tokens":12032,"output_tokens":460,"reasoning_output_tokens":367}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b5d0f124cedc0474af2cb4302dfda3728564c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS support\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY support ASC, \"free_stream_velocity\"\nLIMIT 10;","notes":"Implements the Low-Support Group Count template using group_col=\"free_stream_velocity\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_255c4c68f1c1b89a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1096556ea3d18023d7da167639e103792510723c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 168, "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": 2081, "bytes_utf8": 2081, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 1143, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5a52aa673fb5179d4b00bfc88ea12286180a2a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_2628f677034c48af", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 1143, + "total_tokens": 14876, + "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": 20881.06, + "sql_execution_elapsed_ms_total": 10.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e513d5bc2b3b728089929ffc54b117e33aba776 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:05.599454+00:00", + "ended_at": "2026-05-19T15:54:26.480536+00:00", + "elapsed_ms": 20881.06, + "prompt_metrics": { + "chars": 5823, + "bytes_utf8": 5823, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2674, + "bytes_utf8": 2674, + "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": 2081, + "bytes_utf8": 2081, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 1143, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a5de1a02773a9ba912440505c2251136cde5834 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db011cf4f2bdebe6b329be6c993e759f929c681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-c09f-7180-97ed-121d62a2ee8b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n CAST(\\\"displacement_thickness\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ORDER BY CAST(\\\"displacement_thickness\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"displacement_thickness\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n CASE\\n WHEN MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure_value\\\" END) IS NOT NULL\\n AND MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure_value\\\" END) IS NOT NULL\\n THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure_value\\\" END)\\n + (\\n \\\"pos\\\" - \\\"lower_rn\\\"\\n ) * (\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure_value\\\" END)\\n - MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"cnt\\\", \\\"pos\\\", \\\"lower_rn\\\", \\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped percentile template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Because SQLite does not support PERCENTILE_CONT and both columns are stored as TEXT, the query casts the measure to REAL and emulates the 0.9 continuous percentile per group with window functions and linear interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12672,"output_tokens":1143,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fd3c653f25d89c101bae5d36d2d4ec96a163eb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"free_stream_velocity\",\n CAST(\"displacement_thickness\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"free_stream_velocity\"\n ORDER BY CAST(\"displacement_thickness\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"free_stream_velocity\"\n ) AS \"cnt\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"displacement_thickness\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"free_stream_velocity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"free_stream_velocity\",\n CASE\n WHEN MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END) IS NOT NULL\n AND MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END) IS NOT NULL\n THEN MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END)\n + (\n \"pos\" - \"lower_rn\"\n ) * (\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END)\n - MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\"\nGROUP BY \"free_stream_velocity\", \"cnt\", \"pos\", \"lower_rn\", \"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped percentile template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Because SQLite does not support PERCENTILE_CONT and both columns are stored as TEXT, the query casts the measure to REAL and emulates the 0.9 continuous percentile per group with window functions and linear interpolation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2628f677034c48af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ef03d5ed385a0b47b27c756e62d8a3ca058f329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6063, "bytes_utf8": 6063, "lines": 170, "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": 733, "bytes_utf8": 733, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13815, "cached_input_tokens": 12032, "output_tokens": 663, "reasoning_output_tokens": 480}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..541fe6589bc8b0e46b24581bb356d42e09b38bcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_2685013a889e120d", + "api_calls": 0, + "input_tokens": 13815, + "cached_input_tokens": 12032, + "output_tokens": 663, + "total_tokens": 14478, + "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": 13073.0, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb43f83432ae179f4d2f7072a8cf52cda551cd21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:19.603081+00:00", + "ended_at": "2026-05-19T15:32:32.676115+00:00", + "elapsed_ms": 13073.0, + "prompt_metrics": { + "chars": 6063, + "bytes_utf8": 6063, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1113, + "bytes_utf8": 1113, + "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": 733, + "bytes_utf8": 733, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13815, + "cached_input_tokens": 12032, + "output_tokens": 663, + "reasoning_output_tokens": 480 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9520f2646a63db63c34a751397955e0bd40bdc92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "item_col": "angle_of_attack", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f428ab780d786cafa306c8162a9d479ce613e8e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-d32b-7713-ae09-86c163baa607"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\",\\n SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"displacement_thickness\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"angle_of_attack\\\", and measure_col=\\\"displacement_thickness\\\". The measure is cast to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13815,"cached_input_tokens":12032,"output_tokens":663,"reasoning_output_tokens":480}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e520e4dc298ecef3c51a68a6cbefadfd22863aea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"angle_of_attack\",\n SUM(CAST(\"displacement_thickness\" AS REAL)) AS total_measure,\n SUM(CAST(\"displacement_thickness\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"displacement_thickness\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"angle_of_attack\", and measure_col=\"displacement_thickness\". The measure is cast to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2685013a889e120d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcff6ea579cd86c428b94ad4d92873882f8671a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6040, "bytes_utf8": 6040, "lines": 170, "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": 688, "bytes_utf8": 688, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13810, "cached_input_tokens": 12672, "output_tokens": 691, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..966b8a078d9637549e5eef22477affbb1c3cff2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_277036f29bbf6193", + "api_calls": 0, + "input_tokens": 13810, + "cached_input_tokens": 12672, + "output_tokens": 691, + "total_tokens": 14501, + "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": 15478.24, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6900befa3839d82861cb25efbef0e77de5a0a8dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:58.050872+00:00", + "ended_at": "2026-05-19T15:36:13.529159+00:00", + "elapsed_ms": 15478.24, + "prompt_metrics": { + "chars": 6040, + "bytes_utf8": 6040, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1072, + "bytes_utf8": 1072, + "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": 688, + "bytes_utf8": 688, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13810, + "cached_input_tokens": 12672, + "output_tokens": 691, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0831d435c7edb8e962b02fb25309a34273f6b438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "item_col": "frequency", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7517a16334c8d78e05aaff9467afceb2f571a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-285e-7753-8c18-aeaa5cc438fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"frequency\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"angle_of_attack\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"frequency\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"frequency\\\", and measure_col=\\\"angle_of_attack\\\". Casts \\\"angle_of_attack\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13810,"cached_input_tokens":12672,"output_tokens":691,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59827df27c3404ec069ef4d373111d4badfed8ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"frequency\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure,\n SUM(CAST(\"angle_of_attack\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"angle_of_attack\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"frequency\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"frequency\", and measure_col=\"angle_of_attack\". Casts \"angle_of_attack\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_277036f29bbf6193/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b75e6448683f1c7392e10489b3f0d1ceab071af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:26.890780+00:00", + "ended_at": "2026-05-19T16:04:29.696256+00:00", + "elapsed_ms": 2805.45, + "returncode": 1, + "prompt_metrics": { + "chars": 5787, + "bytes_utf8": 5787, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2fdda244c9bc8fa6d49447b7a86f29e5cffb53b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:30.697641+00:00", + "ended_at": "2026-05-19T16:04:33.322416+00:00", + "elapsed_ms": 2624.75, + "returncode": 1, + "prompt_metrics": { + "chars": 5787, + "bytes_utf8": 5787, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7ca2473bf0e1dd95ec8c2ddaeb75ba5761cfd8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7ca2473bf0e1dd95ec8c2ddaeb75ba5761cfd8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8600d9a900dd8edd03e66d4dc16b6f95f0d46029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3b7b-7c00-a3f9-27dfe45b1232"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c7db93035d796e453776c743a97ca0f7bab1950 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3b7b-7c00-a3f9-27dfe45b1232"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac11dcdea87420dd1125446ceff22328f0c0c9b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-4a94-7350-96c9-19c1527503b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9e0a100301179e7c6d53e12f3639cc2c16571d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-4a94-7350-96c9-19c1527503b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2abcad98f2a2c379/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fab623cf6fdd34859e55286e89226f12ae2c66f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5699, "bytes_utf8": 5699, "lines": 168, "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": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13699, "cached_input_tokens": 12672, "output_tokens": 272, "reasoning_output_tokens": 167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af2361df0b0077265084b04f014e997adb269016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_2bdbe63018df0d53", + "api_calls": 0, + "input_tokens": 13699, + "cached_input_tokens": 12672, + "output_tokens": 272, + "total_tokens": 13971, + "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": 7713.07, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6118bd9eff8fdff39f620bb9b31a9b04329de20b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:15.919525+00:00", + "ended_at": "2026-05-19T15:41:23.632625+00:00", + "elapsed_ms": 7713.07, + "prompt_metrics": { + "chars": 5699, + "bytes_utf8": 5699, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "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": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13699, + "cached_input_tokens": 12672, + "output_tokens": 272, + "reasoning_output_tokens": 167 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22056cbef7e04a0cff34f4f8fc52657b61b382cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbbc46d8de8d882ded590a2ce44ff51b82288f80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-0212-7380-9aea-238f046b326e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"frequency\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"frequency\\\". Cast \\\"frequency\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13699,"cached_input_tokens":12672,"output_tokens":272,"reasoning_output_tokens":167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b78147f38888d4e10c0db644280cfd1c2139d0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"frequency\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"frequency\". Cast \"frequency\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_2bdbe63018df0d53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..419eeaaace7882b2c0c66b9f7bb244bc233b27f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5797, "bytes_utf8": 5797, "lines": 168, "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": 1029, "bytes_utf8": 1029, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13727, "cached_input_tokens": 12672, "output_tokens": 1830, "reasoning_output_tokens": 1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63216eb539f876aa24ea07a37d993f54fe0d3a4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_30f6bec84a83b112", + "api_calls": 0, + "input_tokens": 13727, + "cached_input_tokens": 12672, + "output_tokens": 1830, + "total_tokens": 15557, + "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": 31860.87, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..272af10d343d266e1e3c1be9318ad48e01e4a698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:50.240875+00:00", + "ended_at": "2026-05-19T15:55:22.101766+00:00", + "elapsed_ms": 31860.87, + "prompt_metrics": { + "chars": 5797, + "bytes_utf8": 5797, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1471, + "bytes_utf8": 1471, + "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": 1029, + "bytes_utf8": 1029, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13727, + "cached_input_tokens": 12672, + "output_tokens": 1830, + "reasoning_output_tokens": 1552 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf1751b80150b4e5b46f9b7343a2208670ec330f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..285302bd09ea126bb00768a1516b1b31980c622e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-6f1d-7b83-89c4-aea6b5dc7d5c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n CAST(\\\"frequency\\\" AS REAL) AS \\\"frequency\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"free_stream_velocity\\\" AS REAL)\\n ORDER BY CAST(\\\"frequency\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"free_stream_velocity\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"frequency\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"frequency\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite rewrite of the grouped percentile-point template using a nearest-rank 90th percentile per \\\"free_stream_velocity\\\" on numeric-cast \\\"frequency\\\" values; includes the bound minimum group size of 5 because SQLite does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13727,"cached_input_tokens":12672,"output_tokens":1830,"reasoning_output_tokens":1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3e32465b716074ef063f714d95d8929af7bca26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(\"free_stream_velocity\" AS REAL) AS \"free_stream_velocity\",\n CAST(\"frequency\" AS REAL) AS \"frequency\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"free_stream_velocity\" AS REAL)\n ORDER BY CAST(\"frequency\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"free_stream_velocity\" AS REAL)\n ) AS \"cnt\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"frequency\" IS NOT NULL\n)\nSELECT\n \"free_stream_velocity\",\n \"frequency\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite rewrite of the grouped percentile-point template using a nearest-rank 90th percentile per \"free_stream_velocity\" on numeric-cast \"frequency\" values; includes the bound minimum group size of 5 because SQLite does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_30f6bec84a83b112/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3ff8f5c99347593793135161f702df7e7ee30f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/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": "2026-05-19T16:03:05.702192+00:00", + "ended_at": "2026-05-19T16:03:08.573462+00:00", + "elapsed_ms": 2871.24, + "returncode": 1, + "prompt_metrics": { + "chars": 5604, + "bytes_utf8": 5604, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36f0385d047903a69dc1e4efd4a3697347789e61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/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": "2026-05-19T16:03:09.575808+00:00", + "ended_at": "2026-05-19T16:03:12.470201+00:00", + "elapsed_ms": 2894.34, + "returncode": 1, + "prompt_metrics": { + "chars": 5604, + "bytes_utf8": 5604, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..930de52d1720305e07d1b6f95103312f4bf2388c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..930de52d1720305e07d1b6f95103312f4bf2388c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c10d69c457c2dcbea0a6cc596fbe9eb7f7eeed61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-fe61-78c3-aef6-a98f49aef110"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e28e3ec8065adb18786bf39a67c63bff746bcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-fe61-78c3-aef6-a98f49aef110"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4edf76a0feb4e0324d436800cb29c761af1fee8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0dcb-76b3-891a-be5e7b7faaf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a0119d798de181627028b99ed8f026cac60ad4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0dcb-76b3-891a-be5e7b7faaf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_31485199fc711abb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1c439072b4b58066bf5360b8b48b199f4a47bff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5626, "bytes_utf8": 5626, "lines": 168, "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": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13692, "cached_input_tokens": 11136, "output_tokens": 355, "reasoning_output_tokens": 249}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb016dd5d7ff2b1b1827957013822260d0770d17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_317b9129565430e4", + "api_calls": 0, + "input_tokens": 13692, + "cached_input_tokens": 11136, + "output_tokens": 355, + "total_tokens": 14047, + "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": 9992.92, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5089436a48579a073fd6060bb92c067439565bc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:38.358054+00:00", + "ended_at": "2026-05-19T15:28:48.351027+00:00", + "elapsed_ms": 9992.92, + "prompt_metrics": { + "chars": 5626, + "bytes_utf8": 5626, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "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": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13692, + "cached_input_tokens": 11136, + "output_tokens": 355, + "reasoning_output_tokens": 249 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e39c059903c779d30a8b6e4ee4dd76da502e5ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4f0c69f15da910aba9c2cb999a589abfc018370 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-72d4-74e2-8ddc-67b277f26673"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped numeric sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". Casted \\\"angle_of_attack\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13692,"cached_input_tokens":11136,"output_tokens":355,"reasoning_output_tokens":249}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9454311935eacbed0a64186399fdd0b6a7cbda3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Applied the planned grouped numeric sum template with group_col=\"free_stream_velocity\" and measure_col=\"angle_of_attack\". Casted \"angle_of_attack\" from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_317b9129565430e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d48e2764fd509692048e2d19e7d64b2081b54e22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6037, "bytes_utf8": 6037, "lines": 170, "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": 670, "bytes_utf8": 670, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13809, "cached_input_tokens": 12672, "output_tokens": 539, "reasoning_output_tokens": 362}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be4ff4cb9fb7d245cee282d627222f76136abb2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_33fd49cb493d25a9", + "api_calls": 0, + "input_tokens": 13809, + "cached_input_tokens": 12672, + "output_tokens": 539, + "total_tokens": 14348, + "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": 10915.68, + "sql_execution_elapsed_ms_total": 1.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25077c58b444ed24d620d7cd8ab3d73433b879ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:50.286111+00:00", + "ended_at": "2026-05-19T15:33:01.201813+00:00", + "elapsed_ms": 10915.68, + "prompt_metrics": { + "chars": 6037, + "bytes_utf8": 6037, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1068, + "bytes_utf8": 1068, + "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": 670, + "bytes_utf8": 670, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13809, + "cached_input_tokens": 12672, + "output_tokens": 539, + "reasoning_output_tokens": 362 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..624d55a354fc04da93a1e44eefb83011d8d16553 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "item_col": "displacement_thickness", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b581bee3cc22ef6deecd98e98c78481c787b889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-4aef-7bb1-925d-a6d1e3f0eb14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"displacement_thickness\\\",\\n SUM(CAST(\\\"frequency\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"frequency\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"frequency\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"displacement_thickness\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the requested template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"displacement_thickness\\\", and measure_col=\\\"frequency\\\". Cast \\\"frequency\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13809,"cached_input_tokens":12672,"output_tokens":539,"reasoning_output_tokens":362}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f0291a52793c27fad8003ec7812dc7f74266a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"displacement_thickness\",\n SUM(CAST(\"frequency\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"frequency\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"frequency\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS \"share_within_group\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"displacement_thickness\"\nORDER BY \"share_within_group\" DESC;","notes":"Used the requested template with group_col=\"free_stream_velocity\", item_col=\"displacement_thickness\", and measure_col=\"frequency\". Cast \"frequency\" from TEXT to REAL so SUM works numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_33fd49cb493d25a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8c909f2613e2c866b7004ab696d5688d08e3937 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6184, "bytes_utf8": 6184, "lines": 168, "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": 815, "bytes_utf8": 815, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13830, "cached_input_tokens": 12672, "output_tokens": 586, "reasoning_output_tokens": 383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0a23f6fc41cbbfff0175411405c22379c422a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_35a3e3f0867c2c65", + "api_calls": 0, + "input_tokens": 13830, + "cached_input_tokens": 12672, + "output_tokens": 586, + "total_tokens": 14416, + "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": 12158.07, + "sql_execution_elapsed_ms_total": 1.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2e65943c509d3ea3309e005c3c4f50265d3bd47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:26.611706+00:00", + "ended_at": "2026-05-19T15:45:38.769812+00:00", + "elapsed_ms": 12158.07, + "prompt_metrics": { + "chars": 6184, + "bytes_utf8": 6184, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1196, + "bytes_utf8": 1196, + "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": 815, + "bytes_utf8": 815, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13830, + "cached_input_tokens": 12672, + "output_tokens": 586, + "reasoning_output_tokens": 383 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c0288471093cf964f04f083aa3e774bfc3c2cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6249c1facfbfbece1e34f2eb82330e5f6da6835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-d561-7303-aa28-fa0d1b1bed03"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"angle_of_attack\\\" IS NOT NULL\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"free_stream_velocity\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". CAST to REAL is applied because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13830,"cached_input_tokens":12672,"output_tokens":586,"reasoning_output_tokens":383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a351acc86ac9e881edbff9cfb8a9f6e1e20d399 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS group_value\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"angle_of_attack\" IS NOT NULL\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"free_stream_velocity\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"angle_of_attack\". CAST to REAL is applied because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_35a3e3f0867c2c65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92bbc1467bfa112d342b6fdf5aebb9f44e96be53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6030, "bytes_utf8": 6030, "lines": 170, "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": 657, "bytes_utf8": 657, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13810, "cached_input_tokens": 12032, "output_tokens": 528, "reasoning_output_tokens": 356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c30706313c611cb8601e50773384bcd74e6a55cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_394acd0d470dd4ca", + "api_calls": 0, + "input_tokens": 13810, + "cached_input_tokens": 12032, + "output_tokens": 528, + "total_tokens": 14338, + "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": 11398.11, + "sql_execution_elapsed_ms_total": 3.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f327d5beb4ba8a32b70577a86c443b67689e4d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:48.848415+00:00", + "ended_at": "2026-05-19T15:34:00.246572+00:00", + "elapsed_ms": 11398.11, + "prompt_metrics": { + "chars": 6030, + "bytes_utf8": 6030, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1041, + "bytes_utf8": 1041, + "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": 657, + "bytes_utf8": 657, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13810, + "cached_input_tokens": 12032, + "output_tokens": 528, + "reasoning_output_tokens": 356 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c2ef5b11ecd39533600d855454588174782adac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "item_col": "frequency", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56c65d0561220556620dbfef64a05511b834c071 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-2fc5-7b02-9ded-748892a6918e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"frequency\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"chord_length\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"frequency\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"frequency\\\", and measure_col=\\\"chord_length\\\". Casted \\\"chord_length\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13810,"cached_input_tokens":12032,"output_tokens":528,"reasoning_output_tokens":356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd7569fd840e891df7dca5b554ae4d99ef70ec11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"frequency\",\n SUM(CAST(\"chord_length\" AS REAL)) AS total_measure,\n SUM(CAST(\"chord_length\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"chord_length\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"frequency\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"frequency\", and measure_col=\"chord_length\". Casted \"chord_length\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_394acd0d470dd4ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7e031b7465ce21cd13439f46894005c8c7ed93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5773, "bytes_utf8": 5773, "lines": 166, "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": 543, "bytes_utf8": 543, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13743, "cached_input_tokens": 12672, "output_tokens": 566, "reasoning_output_tokens": 423}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67fd93f85e724a7399615318861ce59b7e7da6cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_3b90511dd212a8e2", + "api_calls": 0, + "input_tokens": 13743, + "cached_input_tokens": 12672, + "output_tokens": 566, + "total_tokens": 14309, + "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": 16524.46, + "sql_execution_elapsed_ms_total": 4.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e59d14da9acaf3cb2cb2d1290f151a19c9ae888f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:44.815997+00:00", + "ended_at": "2026-05-19T15:42:01.340492+00:00", + "elapsed_ms": 16524.46, + "prompt_metrics": { + "chars": 5773, + "bytes_utf8": 5773, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1235, + "bytes_utf8": 1235, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 543, + "bytes_utf8": 543, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13743, + "cached_input_tokens": 12672, + "output_tokens": 566, + "reasoning_output_tokens": 423 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3079cc790fe98a703a860f70eea5ffe899430354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=angle_of_attack.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "angle_of_attack", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6265f80c9f7ba709ef2ce4bd733995258e4c6a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-72da-75a3-8838-076c4b3bdb36"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14378. Please try again in 431ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"angle_of_attack\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"angle_of_attack\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n2\\\"\\n)\\nSELECT \\\"angle_of_attack\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"angle_of_attack\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"angle_of_attack\\\" and num_tiles=10. CAST to REAL is used for correct numeric tail ordering because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13743,"cached_input_tokens":12672,"output_tokens":566,"reasoning_output_tokens":423}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..323005852a0128bddcd5fd60961f056dd9b5d07c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"angle_of_attack\",\n NTILE(10) OVER (ORDER BY CAST(\"angle_of_attack\" AS REAL) DESC) AS tail_bucket\n FROM \"n2\"\n)\nSELECT \"angle_of_attack\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"angle_of_attack\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"angle_of_attack\" and num_tiles=10. CAST to REAL is used for correct numeric tail ordering because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3b90511dd212a8e2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a735d1ccdf201ed8b2616a8cd7e99a5114d4bda9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:08.610478+00:00", + "ended_at": "2026-05-19T16:02:11.810476+00:00", + "elapsed_ms": 3199.97, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4de53fef073c1110aae199dee350b638d82ed7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:12.812396+00:00", + "ended_at": "2026-05-19T16:02:16.199265+00:00", + "elapsed_ms": 3386.82, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c21cf2ebe9a0fb859359001968057db978b3d2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c21cf2ebe9a0fb859359001968057db978b3d2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60aa994234b4c7c8386bc432471c5ba84a4328f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-1f77-7173-90f8-66ea3e285c19"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35fae994240fd52b813b4df795d37e7236231d34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-1f77-7173-90f8-66ea3e285c19"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a02bede0d0e10740e9d6c8cb3410fdb397a90432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2fd5-7d53-ae53-382a775f0e10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd8f855f6f21a5ae28a516e63160f47438ce0ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2fd5-7d53-ae53-382a775f0e10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d0f4bdb58166451/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1285741b1e417ab56a2839ae5f55c53ce645dd10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5807, "bytes_utf8": 5807, "lines": 168, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5807, "bytes_utf8": 5807, "lines": 168, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13736, "cached_input_tokens": 12032, "output_tokens": 489, "reasoning_output_tokens": 360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b740d1f2e66179c528e18089f42121ed81a39892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_3d707855056119f7", + "api_calls": 0, + "input_tokens": 13736, + "cached_input_tokens": 12032, + "output_tokens": 489, + "total_tokens": 14225, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13958.0, + "sql_execution_elapsed_ms_total": 0.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a2f017f15b0d7ed5db0394f6ffcc5ab978b6bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/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": "2026-05-19T16:03:45.716297+00:00", + "ended_at": "2026-05-19T16:03:48.915419+00:00", + "elapsed_ms": 3199.1, + "returncode": 1, + "prompt_metrics": { + "chars": 5807, + "bytes_utf8": 5807, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..308512912d8abde1d8ee8950dcb836f07add7974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:49.917854+00:00", + "ended_at": "2026-05-19T16:04:00.676793+00:00", + "elapsed_ms": 10758.9, + "prompt_metrics": { + "chars": 5807, + "bytes_utf8": 5807, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 873, + "bytes_utf8": 873, + "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": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13736, + "cached_input_tokens": 12032, + "output_tokens": 489, + "reasoning_output_tokens": 360 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..367f80815cc363ba07f901e2e981d822db07f290 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..367f80815cc363ba07f901e2e981d822db07f290 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94282f391504e079bf00664d7c3e43aa7d947bdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-9aae-7c42-9643-2fe337e206a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98e7840d23ea7ed7f6084d4ba7538388f1a6d909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-9aae-7c42-9643-2fe337e206a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d322c79922da165774d2b586cb803c555f922cae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-ab35-7580-a7ad-0953f73166b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) > 55.5\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the thresholded group ranking template with group_col and measure_col both bound to \\\"free_stream_velocity\\\". Casted the measure to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13736,"cached_input_tokens":12032,"output_tokens":489,"reasoning_output_tokens":360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..192239067dc07ff9593eb252aefbeb3639374a5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"free_stream_velocity\", SUM(CAST(\"free_stream_velocity\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"free_stream_velocity\" AS REAL)) > 55.5\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the thresholded group ranking template with group_col and measure_col both bound to \"free_stream_velocity\". Casted the measure to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3d707855056119f7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c518aa2889e89e90bf1201b958e3f63a8f8d4cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6173, "bytes_utf8": 6173, "lines": 168, "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": 731, "bytes_utf8": 731, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13827, "cached_input_tokens": 12672, "output_tokens": 720, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff9f0092a25d38f522548a15a377a22cd7c6a384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_3dd24558ae86c847", + "api_calls": 0, + "input_tokens": 13827, + "cached_input_tokens": 12672, + "output_tokens": 720, + "total_tokens": 14547, + "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": 19557.85, + "sql_execution_elapsed_ms_total": 1.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa193d0d23acaa18aa8eded1538aee92a3a54e8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:43.490624+00:00", + "ended_at": "2026-05-19T15:45:03.048501+00:00", + "elapsed_ms": 19557.85, + "prompt_metrics": { + "chars": 6173, + "bytes_utf8": 6173, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1151, + "bytes_utf8": 1151, + "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": 731, + "bytes_utf8": 731, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13827, + "cached_input_tokens": 12672, + "output_tokens": 720, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e751ce0cc21d852a3599cd73b238b6cd27b7834c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa2800d372282cd757af96b0fafd156ac69302a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-2cdc-7ad3-8684-b96414075a24"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"frequency\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"free_stream_velocity\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"frequency\\\". CAST is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13827,"cached_input_tokens":12672,"output_tokens":720,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d81d5e5b78d2715fef4bb0632464be99da63afe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold.\nWITH \"grouped\" AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CAST(\"frequency\" AS REAL)) AS \"group_value\"\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"free_stream_velocity\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"frequency\". CAST is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3dd24558ae86c847/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a9eece66cb47d121974242094878cd73f21b6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5617, "bytes_utf8": 5617, "lines": 168, "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": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13689, "cached_input_tokens": 12672, "output_tokens": 336, "reasoning_output_tokens": 230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13709db67d08663ab9680bf2471d9120ce3f64bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_3e092e88ece43b8e", + "api_calls": 0, + "input_tokens": 13689, + "cached_input_tokens": 12672, + "output_tokens": 336, + "total_tokens": 14025, + "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": 11244.39, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcc243adcdf3a61cc15a0357282b5241f4b1970e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:05.278209+00:00", + "ended_at": "2026-05-19T15:30:16.522632+00:00", + "elapsed_ms": 11244.39, + "prompt_metrics": { + "chars": 5617, + "bytes_utf8": 5617, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "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": 433, + "bytes_utf8": 433, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13689, + "cached_input_tokens": 12672, + "output_tokens": 336, + "reasoning_output_tokens": 230 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2039e42654f03a3b5b89e6663e8d7310897c1cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9725401b084c55cefc62a7ee8590ec528da5d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-c67f-7010-8e92-2e0521bdc8b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"frequency\\\". CAST(\\\"frequency\\\" AS REAL) ensures numeric summation because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13689,"cached_input_tokens":12672,"output_tokens":336,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec9010df208f987ef3927f06fe698c484345caab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"frequency\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with group_col=\"free_stream_velocity\" and measure_col=\"frequency\". CAST(\"frequency\" AS REAL) ensures numeric summation because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_3e092e88ece43b8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af22f27d6615ad4895e945c99e9bc258e340f6e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:31.740175+00:00", + "ended_at": "2026-05-19T15:52:35.120745+00:00", + "elapsed_ms": 3380.54, + "returncode": 1, + "prompt_metrics": { + "chars": 5801, + "bytes_utf8": 5801, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ac724cc10bd0982c733216c884077713ac5e5da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/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": "2026-05-19T15:52:36.122967+00:00", + "ended_at": "2026-05-19T15:52:39.722051+00:00", + "elapsed_ms": 3599.02, + "returncode": 1, + "prompt_metrics": { + "chars": 5801, + "bytes_utf8": 5801, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec9a1847d58b7c40a70c5e0cb37702dff5872be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec9a1847d58b7c40a70c5e0cb37702dff5872be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69035ddf156a8129168fe35ba25a0f57c3ec5f6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-5209-7043-9cc3-877a6047d0e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19f5bec7598fbbd689511526cda6a87d4dc1a28a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-5209-7043-9cc3-877a6047d0e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ed638e0c036b73a2193553911c44434311b29d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-632e-7cb3-8fa6-8e3e8494b2b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa55814b9111ac70bcd97611bafc3def5fa32ce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-632e-7cb3-8fa6-8e3e8494b2b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_424e0347a03b5d0c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d68311145835f783198d58704875f6dd7ef34b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity. +Result preview: [{"free_stream_velocity": 71.3, "percentile_measure": 71.3}, {"free_stream_velocity": 55.5, "percentile_measure": 55.5}, {"free_stream_velocity": 39.6, "percentile_measure": 39.6}, {"free_stream_velocity": 31.7, "percentile_measure": 31.7}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d40c8b8d18272bdadc740f2ac30897da38cbf98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n2_43d63e5cb0a20541 +-- problem_id: v2p_n2_dcd848e5339fb75a +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("free_stream_velocity" AS REAL) AS "free_stream_velocity", + CAST("free_stream_velocity" AS REAL) AS "percentile_measure" +FROM "n2" +GROUP BY "free_stream_velocity" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..391f9476696fe32d024716f16e20ac51155b8c00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT\n CAST(\"free_stream_velocity\" AS REAL) AS \"free_stream_velocity\",\n CAST(\"free_stream_velocity\" AS REAL) AS \"percentile_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"free_stream_velocity\", \"percentile_measure\"], \"rows\": [{\"free_stream_velocity\": 71.3, \"percentile_measure\": 71.3}, {\"free_stream_velocity\": 55.5, \"percentile_measure\": 55.5}, {\"free_stream_velocity\": 39.6, \"percentile_measure\": 39.6}, {\"free_stream_velocity\": 31.7, \"percentile_measure\": 31.7}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c24fabf45b33447d321fdbeb53adc564af9afa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:53:24.364037+00:00", + "ended_at": "2026-05-19T15:53:54.940728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_43d63e5cb0a20541", + "problem_id": "v2p_n2_dcd848e5339fb75a", + "dataset_id": "n2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_43d63e5cb0a20541.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_43d63e5cb0a20541", + "api_calls": 0, + "input_tokens": 13730, + "cached_input_tokens": 12032, + "output_tokens": 899, + "total_tokens": 14629, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29567.87, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d1c9464d7473d88270388b5d11ef70f87188d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:27.536479+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3170.72, "started_at": "2026-05-19T15:53:24.364907+00:00", "ended_at": "2026-05-19T15:53:27.535651+00:00", "prompt_metrics": {"chars": 5817, "bytes_utf8": 5817, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-1f84-71f2-a382-d553289d7f46\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:53:54.936510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26397.15, "started_at": "2026-05-19T15:53:28.537773+00:00", "ended_at": "2026-05-19T15:53:54.934974+00:00", "prompt_metrics": {"chars": 5817, "bytes_utf8": 5817, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13730, "cached_input_tokens": 12032, "output_tokens": 899, "reasoning_output_tokens": 769}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, and here measure_col equals group_col. Since each group is defined by a single free_stream_velocity value, the 0.95 percentile within each group is that same numeric free_stream_velocity value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e07ab27ad2bbcc01e923fb3c4cbba61faca86ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_43d63e5cb0a20541", + "api_calls": 0, + "input_tokens": 13730, + "cached_input_tokens": 12032, + "output_tokens": 899, + "total_tokens": 14629, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29567.87, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_43d63e5cb0a20541/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7d9e161af16c619ba781b3e3c700ba70430bde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5623, "bytes_utf8": 5623, "lines": 168, "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": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13693, "cached_input_tokens": 12032, "output_tokens": 411, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4755e16505b8deac60a4e8ad2898caa37dcb15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_4689c4f8dfe0ce37", + "api_calls": 0, + "input_tokens": 13693, + "cached_input_tokens": 12032, + "output_tokens": 411, + "total_tokens": 14104, + "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": 9316.18, + "sql_execution_elapsed_ms_total": 1.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51e88260dac3dab1d48e8abe97b92a6e3dc5bfd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:41.857779+00:00", + "ended_at": "2026-05-19T15:30:51.173986+00:00", + "elapsed_ms": 9316.18, + "prompt_metrics": { + "chars": 5623, + "bytes_utf8": 5623, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "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": 449, + "bytes_utf8": 449, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13693, + "cached_input_tokens": 12032, + "output_tokens": 411, + "reasoning_output_tokens": 296 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de719013167cf14c851c882dfefb6b4154a30172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd4e630706f6ca9ed0e14360e0e942c4030508d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-5538-7b93-aba8-1b25ba2e8143"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". \\\"chord_length\\\" is cast from TEXT to REAL so SQLite performs numeric aggregation correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13693,"cached_input_tokens":12032,"output_tokens":411,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41ff24969c0509d99f7d51a4f11b0ad8c3383c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"free_stream_velocity\",\n SUM(CAST(\"chord_length\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided grouped numeric sum template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". \"chord_length\" is cast from TEXT to REAL so SQLite performs numeric aggregation correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4689c4f8dfe0ce37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dff3282fa7e716f419cf8e162aba39aae6f9d84a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5764, "bytes_utf8": 5764, "lines": 166, "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": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13740, "cached_input_tokens": 12672, "output_tokens": 418, "reasoning_output_tokens": 278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3652267efab55018587b2b22f1c79e36bd582ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_474d581c00606703", + "api_calls": 0, + "input_tokens": 13740, + "cached_input_tokens": 12672, + "output_tokens": 418, + "total_tokens": 14158, + "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": 9545.15, + "sql_execution_elapsed_ms_total": 2.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..971b2bf03ce5154cff215ff648c55f611e6ab928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:44.582258+00:00", + "ended_at": "2026-05-19T15:42:54.127445+00:00", + "elapsed_ms": 9545.15, + "prompt_metrics": { + "chars": 5764, + "bytes_utf8": 5764, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 885, + "bytes_utf8": 885, + "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": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13740, + "cached_input_tokens": 12672, + "output_tokens": 418, + "reasoning_output_tokens": 278 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f307587b5a9f50b7ae0b6f42cdec9fc36ca37c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=frequency.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f06f0b9328e6a38f23c89b4ff4cc665f42eaeae1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-5c74-7ea3-abf6-427aaac8ad83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"frequency\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"frequency\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n2\\\"\\n)\\nSELECT \\\"frequency\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"frequency\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"frequency\\\" and num_tiles=10. CAST is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13740,"cached_input_tokens":12672,"output_tokens":418,"reasoning_output_tokens":278}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49df0fbbffe337a343ba6eb6987acf16b00847cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"frequency\",\n NTILE(10) OVER (ORDER BY CAST(\"frequency\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n2\"\n)\nSELECT \"frequency\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"frequency\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"frequency\" and num_tiles=10. CAST is used because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_474d581c00606703/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea425e5bd63021c28c6628ca7e73fdf65522e97f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6052, "bytes_utf8": 6052, "lines": 170, "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": 836, "bytes_utf8": 836, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13811, "cached_input_tokens": 12672, "output_tokens": 488, "reasoning_output_tokens": 284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2073dbee760632ea3e313d4c22e1bfd1a28fe92f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_4a3ed8bb3c0c0ba8", + "api_calls": 0, + "input_tokens": 13811, + "cached_input_tokens": 12672, + "output_tokens": 488, + "total_tokens": 14299, + "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": 11129.0, + "sql_execution_elapsed_ms_total": 3.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2431e3f147a211336bbce0b5c3fe6ff54d540340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:33.725680+00:00", + "ended_at": "2026-05-19T15:34:44.854716+00:00", + "elapsed_ms": 11129.0, + "prompt_metrics": { + "chars": 6052, + "bytes_utf8": 6052, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1219, + "bytes_utf8": 1219, + "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": 836, + "bytes_utf8": 836, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13811, + "cached_input_tokens": 12672, + "output_tokens": 488, + "reasoning_output_tokens": 284 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83acd127557227fde72372c5ee8e4b6524cbda63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "item_col": "angle_of_attack", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31c5bca995f562c40de5f15a5a7caa66fe1efcfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-df28-7563-8da6-e1edd2e61ad5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"angle_of_attack\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"free_stream_velocity\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template and bindings exactly. CAST to REAL is necessary because the SQLite schema stores all columns as TEXT. Since \\\"measure_col\\\" and \\\"group_col\\\" are both \\\"free_stream_velocity\\\", the within-group share is effectively the share of rows for each angle_of_attack within each free_stream_velocity group, scaled by the repeated velocity value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13811,"cached_input_tokens":12672,"output_tokens":488,"reasoning_output_tokens":284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2066a6691382318c5d1ef745677145fd45d0a7fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"angle_of_attack\",\n SUM(CAST(\"free_stream_velocity\" AS REAL)) AS total_measure,\n SUM(CAST(\"free_stream_velocity\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"free_stream_velocity\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Used the required template and bindings exactly. CAST to REAL is necessary because the SQLite schema stores all columns as TEXT. Since \"measure_col\" and \"group_col\" are both \"free_stream_velocity\", the within-group share is effectively the share of rows for each angle_of_attack within each free_stream_velocity group, scaled by the repeated velocity value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4a3ed8bb3c0c0ba8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8600c0c4ea5d95f78d722ce0c50862c0f569d970 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:29.444923+00:00", + "ended_at": "2026-05-19T15:58:32.401831+00:00", + "elapsed_ms": 2956.89, + "returncode": 1, + "prompt_metrics": { + "chars": 5889, + "bytes_utf8": 5889, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc8fd955318e64da509b299c784eea7e93870f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/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": "2026-05-19T15:58:33.403815+00:00", + "ended_at": "2026-05-19T15:58:36.546034+00:00", + "elapsed_ms": 3142.17, + "returncode": 1, + "prompt_metrics": { + "chars": 5889, + "bytes_utf8": 5889, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23251ea56a5375dadc2b2cfa72b067d00def18e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=chord_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "chord_length", + "condition_value": "0.0254", + "positive_value": "0.0254", + "negative_value": "0.1524", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23251ea56a5375dadc2b2cfa72b067d00def18e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=chord_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "chord_length", + "condition_value": "0.0254", + "positive_value": "0.0254", + "negative_value": "0.1524", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e50160159e216da973f3d22d735a6d27b07d819 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-c75b-7142-a499-6c32160089c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f245164d2b2d5c8d45098751ebc7fc5ccab796ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-c75b-7142-a499-6c32160089c6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a8ca6af9827d6b8eb7011cc1b0d5ba5b67a68a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-d6bf-7cf0-a68e-20c08f54b4f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af8732f98bde35e0d2cb9858d0e586b37c91c3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-d6bf-7cf0-a68e-20c08f54b4f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c5cebef2dac4126/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6822dfb56b2224654c3296d9d5de88a2a0273192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness. +Result preview: [{"free_stream_velocity": 39.6, "percentile_measure": 0.0528487}, {"free_stream_velocity": 71.3, "percentile_measure": 0.0437259}, {"free_stream_velocity": 31.7, "percentile_measure": 0.0418756}, {"free_stream_velocity": 55.5, "percentile_measure": 0.0368233}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ed79f377da030384d15c0d58d6af9aebaca2181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n2_4c9360fdbc5d151a +-- problem_id: v2p_n2_d5b2f8add74446df +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + CAST("free_stream_velocity" AS REAL) AS "free_stream_velocity", + CAST("displacement_thickness" AS REAL) AS "displacement_thickness", + ROW_NUMBER() OVER ( + PARTITION BY CAST("free_stream_velocity" AS REAL) + ORDER BY CAST("displacement_thickness" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY CAST("free_stream_velocity" AS REAL) + ) AS "cnt" + FROM "n2" + WHERE "free_stream_velocity" IS NOT NULL + AND "displacement_thickness" IS NOT NULL +) +SELECT + "free_stream_velocity", + "displacement_thickness" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999999999) AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..157cb4226186d4b86ca3424634fda86ff7c205c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(\"free_stream_velocity\" AS REAL) AS \"free_stream_velocity\",\n CAST(\"displacement_thickness\" AS REAL) AS \"displacement_thickness\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"free_stream_velocity\" AS REAL)\n ORDER BY CAST(\"displacement_thickness\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"free_stream_velocity\" AS REAL)\n ) AS \"cnt\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"displacement_thickness\" IS NOT NULL\n)\nSELECT\n \"free_stream_velocity\",\n \"displacement_thickness\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999999999) AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n CAST(\\\"displacement_thickness\\\" AS REAL) AS \\\"displacement_thickness\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"free_stream_velocity\\\" AS REAL)\\n ORDER BY CAST(\\\"displacement_thickness\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"free_stream_velocity\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"displacement_thickness\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"displacement_thickness\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999999999) AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"free_stream_velocity\", \"percentile_measure\"], \"rows\": [{\"free_stream_velocity\": 39.6, \"percentile_measure\": 0.0528487}, {\"free_stream_velocity\": 71.3, \"percentile_measure\": 0.0437259}, {\"free_stream_velocity\": 31.7, \"percentile_measure\": 0.0418756}, {\"free_stream_velocity\": 55.5, \"percentile_measure\": 0.0368233}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ee665cf31a220945ee822aa9f41e52b73ce9eb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:54:26.495463+00:00", + "ended_at": "2026-05-19T15:54:42.406038+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_4c9360fdbc5d151a", + "problem_id": "v2p_n2_d5b2f8add74446df", + "dataset_id": "n2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_4c9360fdbc5d151a.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_4c9360fdbc5d151a", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 814, + "total_tokens": 14547, + "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": 15900.51, + "sql_execution_elapsed_ms_total": 5.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abfe47cb2b79a3522cc90745c1955cc58ebb459a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:42.398256+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15900.51, "started_at": "2026-05-19T15:54:26.496768+00:00", "ended_at": "2026-05-19T15:54:42.397306+00:00", "prompt_metrics": {"chars": 5826, "bytes_utf8": 5826, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 1140, "bytes_utf8": 1140, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 814, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n CAST(\\\"displacement_thickness\\\" AS REAL) AS \\\"displacement_thickness\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"free_stream_velocity\\\" AS REAL)\\n ORDER BY CAST(\\\"displacement_thickness\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"free_stream_velocity\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"displacement_thickness\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"displacement_thickness\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999999999) AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile within each free_stream_velocity group. Both g"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97381abc280fb1cf9daf36fce130720b8cf1edf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_4c9360fdbc5d151a", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 814, + "total_tokens": 14547, + "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": 15900.51, + "sql_execution_elapsed_ms_total": 5.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4c9360fdbc5d151a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..834fa55565b7ff29ba75620744949b6e28ba2681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5794, "bytes_utf8": 5794, "lines": 168, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5794, "bytes_utf8": 5794, "lines": 168, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13737, "cached_input_tokens": 12032, "output_tokens": 320, "reasoning_output_tokens": 188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29a1c66b2b2ca569457329bf1bd9871ec487b957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_4ccfb3e9f70b2e8a", + "api_calls": 0, + "input_tokens": 13737, + "cached_input_tokens": 12032, + "output_tokens": 320, + "total_tokens": 14057, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14280.91, + "sql_execution_elapsed_ms_total": 0.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea3b0d80df343c9674ed296fd9b60599c729669f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:33.324671+00:00", + "ended_at": "2026-05-19T16:04:36.723953+00:00", + "elapsed_ms": 3399.25, + "returncode": 1, + "prompt_metrics": { + "chars": 5794, + "bytes_utf8": 5794, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b39a97611f8c03c5b20333e41a7c217ade3573b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:37.725496+00:00", + "ended_at": "2026-05-19T16:04:48.607186+00:00", + "elapsed_ms": 10881.66, + "prompt_metrics": { + "chars": 5794, + "bytes_utf8": 5794, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 879, + "bytes_utf8": 879, + "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": 515, + "bytes_utf8": 515, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13737, + "cached_input_tokens": 12032, + "output_tokens": 320, + "reasoning_output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9806b93e7c7f9a3662aaed921ae0924be3d9a7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9806b93e7c7f9a3662aaed921ae0924be3d9a7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ce8c060f2e80168e256b7fefdea783c0efd87ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-54b3-7710-8db5-fcf384d9de9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80ef028c7eda999ef2b83f752d19b7f97110f2d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-54b3-7710-8db5-fcf384d9de9a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddaff2fddb9d8cde9d2ea031616b6cb353ba33eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-65f2-75b1-9621-13229b1c0b4c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) > 9.9\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Applied the thresholded group ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". Cast \\\"angle_of_attack\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13737,"cached_input_tokens":12032,"output_tokens":320,"reasoning_output_tokens":188}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97559b519062d17eff23f94fa84b1701b5a19de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"free_stream_velocity\", SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"angle_of_attack\" AS REAL)) > 9.9\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Applied the thresholded group ranking template with group_col=\"free_stream_velocity\" and measure_col=\"angle_of_attack\". Cast \"angle_of_attack\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4ccfb3e9f70b2e8a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4d9cb66e083f0d2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4d9cb66e083f0d2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61ae3d62034b0b643da45abe1782cd97eb19d7ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4d9cb66e083f0d2d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:54:42.406754+00:00", + "ended_at": "2026-05-19T15:54:50.239491+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_4d9cb66e083f0d2d", + "problem_id": "v2p_n2_8f5395fa659fd32f", + "dataset_id": "n2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4d9cb66e083f0d2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4d9cb66e083f0d2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edbf3a773307ac3c8ef92bd4bf46ffa1a528e9d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_4d9cb66e083f0d2d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:46.042502+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3633.73, "started_at": "2026-05-19T15:54:42.408044+00:00", "ended_at": "2026-05-19T15:54:46.041800+00:00", "prompt_metrics": {"chars": 5797, "bytes_utf8": 5797, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-506a-7ac1-8ebf-21430468a273\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:54:50.239397+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3195.18, "started_at": "2026-05-19T15:54:47.043440+00:00", "ended_at": "2026-05-19T15:54:50.238670+00:00", "prompt_metrics": {"chars": 5797, "bytes_utf8": 5797, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-62a3-71b0-9499-fcf5e82477c5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5016651d67deea14185f7ca37400d3a602ff31b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5894, "bytes_utf8": 5894, "lines": 171, "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": 540, "bytes_utf8": 540, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13759, "cached_input_tokens": 12672, "output_tokens": 333, "reasoning_output_tokens": 194}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6f0dbbaafd2bffdc25a2a62ce18e657241ffe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_539793d7a85309c2", + "api_calls": 0, + "input_tokens": 13759, + "cached_input_tokens": 12672, + "output_tokens": 333, + "total_tokens": 14092, + "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": 8911.48, + "sql_execution_elapsed_ms_total": 0.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24bfaa873999142219ff5490610657cba47897d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:01.225646+00:00", + "ended_at": "2026-05-19T15:58:10.137155+00:00", + "elapsed_ms": 8911.48, + "prompt_metrics": { + "chars": 5894, + "bytes_utf8": 5894, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 891, + "bytes_utf8": 891, + "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": 540, + "bytes_utf8": 540, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13759, + "cached_input_tokens": 12672, + "output_tokens": 333, + "reasoning_output_tokens": 194 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f876653ac8bef62c55d157b8759f3fd5fd0607c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "71.3", + "positive_value": "39.6", + "negative_value": "71.3", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f67ed364ca85312f9d1e7e88732f86691cbbaf06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-5907-72c1-b384-6adf1990edce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"free_stream_velocity\\\" = '71.3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"free_stream_velocity\\\" and condition_value set to '71.3'. Since grouping and condition use the same column, the matching group will have rate 1.0 and all other groups 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13759,"cached_input_tokens":12672,"output_tokens":333,"reasoning_output_tokens":194}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfaa822f313dc62c43d18c253c3531a83ec41137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"free_stream_velocity\" = '71.3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"free_stream_velocity\" and condition_value set to '71.3'. Since grouping and condition use the same column, the matching group will have rate 1.0 and all other groups 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_539793d7a85309c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fe8b175c3087a4b3a386efbd25555a0dd56981b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6175, "bytes_utf8": 6175, "lines": 168, "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": 672, "bytes_utf8": 672, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13827, "cached_input_tokens": 12672, "output_tokens": 592, "reasoning_output_tokens": 422}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1cc6c57bb8b1cd9c34120b88c830dea8758781f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5769bf7282941ba7", + "api_calls": 0, + "input_tokens": 13827, + "cached_input_tokens": 12672, + "output_tokens": 592, + "total_tokens": 14419, + "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": 18149.11, + "sql_execution_elapsed_ms_total": 1.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..793394daf9a7e92f09f42f7dd87058fea9476ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:10.421522+00:00", + "ended_at": "2026-05-19T15:47:28.570674+00:00", + "elapsed_ms": 18149.11, + "prompt_metrics": { + "chars": 6175, + "bytes_utf8": 6175, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1043, + "bytes_utf8": 1043, + "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": 672, + "bytes_utf8": 672, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13827, + "cached_input_tokens": 12672, + "output_tokens": 592, + "reasoning_output_tokens": 422 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c27f82c72f5dd42a6074c00883f368265eb5afa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3561ac67d4cc1fda7935a890c73cb16d53c98965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-6b5c-77d2-8eb8-48e1bb4ef55f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"frequency\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"free_stream_velocity\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the requested template with \\\"free_stream_velocity\\\" as group_col and summed CAST(\\\"frequency\\\" AS REAL) because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13827,"cached_input_tokens":12672,"output_tokens":592,"reasoning_output_tokens":422}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df2f17aa60d99c804b34218a025d89443008d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CAST(\"frequency\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"free_stream_velocity\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the requested template with \"free_stream_velocity\" as group_col and summed CAST(\"frequency\" AS REAL) because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5769bf7282941ba7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0602b65cda0f8578043dc2a0c5cfb49c9fcacbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5525, "bytes_utf8": 5525, "lines": 166, "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": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13664, "cached_input_tokens": 12672, "output_tokens": 287, "reasoning_output_tokens": 192}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b32a7d3b3edd9d38c415a0abb7f126764ba26e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5994f44d86e30c56", + "api_calls": 0, + "input_tokens": 13664, + "cached_input_tokens": 12672, + "output_tokens": 287, + "total_tokens": 13951, + "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": 12358.63, + "sql_execution_elapsed_ms_total": 1.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..27842e60e5a64b64a36919b5910301b3e1271554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:57.235603+00:00", + "ended_at": "2026-05-19T15:32:09.594263+00:00", + "elapsed_ms": 12358.63, + "prompt_metrics": { + "chars": 5525, + "bytes_utf8": 5525, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13664, + "cached_input_tokens": 12672, + "output_tokens": 287, + "reasoning_output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29b09e8753fa8563d065e76701150c4e5c2c8bde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea77fec5c43f14e91292c666ec4a076ef8104df0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-7bcd-7562-ba09-9bdb739b784f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"free_stream_velocity\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by \\\"free_stream_velocity\\\" following the provided template to inspect subgroup size distribution. The column is stored as TEXT in the SQLite snapshot, so grouping uses exact text values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13664,"cached_input_tokens":12672,"output_tokens":287,"reasoning_output_tokens":192}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3964ff4da3d347203170b34ea50bc8213fd14d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"free_stream_velocity\", COUNT(*) AS \"row_count\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count by \"free_stream_velocity\" following the provided template to inspect subgroup size distribution. The column is stored as TEXT in the SQLite snapshot, so grouping uses exact text values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5994f44d86e30c56/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f2fb7037701eb2d8806197797efeb49f0fda7dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5815, "bytes_utf8": 5815, "lines": 168, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5815, "bytes_utf8": 5815, "lines": 168, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13739, "cached_input_tokens": 12672, "output_tokens": 477, "reasoning_output_tokens": 338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d9fb455b696652c2ed081b64cb302aac4368994 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5a1b93f01a314fad", + "api_calls": 0, + "input_tokens": 13739, + "cached_input_tokens": 12672, + "output_tokens": 477, + "total_tokens": 14216, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14490.69, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0859aa2387f6884f752844f3646df61c526dd82c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:47.249290+00:00", + "ended_at": "2026-05-19T16:05:50.093429+00:00", + "elapsed_ms": 2844.11, + "returncode": 1, + "prompt_metrics": { + "chars": 5815, + "bytes_utf8": 5815, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d2892d7aa08a15e7613fa2ab56703b40b64edd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:51.096023+00:00", + "ended_at": "2026-05-19T16:06:02.742677+00:00", + "elapsed_ms": 11646.58, + "prompt_metrics": { + "chars": 5815, + "bytes_utf8": 5815, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 917, + "bytes_utf8": 917, + "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": 555, + "bytes_utf8": 555, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13739, + "cached_input_tokens": 12672, + "output_tokens": 477, + "reasoning_output_tokens": 338 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05efc879adc1607911ec8558b8edb68f42cd2ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..05efc879adc1607911ec8558b8edb68f42cd2ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a34ee4611f547c22f3bff9adfadbcc20450916 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7571-7733-ae86-d9e563f0e277"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7daeeb1cc63d83eb0bd34a006a0188a02c36cc21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7571-7733-ae86-d9e563f0e277"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa2c46cbc021e15f9ea078643fe31a2cef2a842e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8476-7591-9f99-74a8360af189"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) > 0.015576\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Cast the measure column to REAL because the SQLite schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13739,"cached_input_tokens":12672,"output_tokens":477,"reasoning_output_tokens":338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1cc1318b34119d1e889305e3e68fc311d950d9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT\n \"free_stream_velocity\",\n SUM(CAST(\"displacement_thickness\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"displacement_thickness\" AS REAL)) > 0.015576\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the required Thresholded Group Ranking template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Cast the measure column to REAL because the SQLite schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5a1b93f01a314fad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07cb438d9d4a97f36abbf08df1f5f0bf14daa326 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5646, "bytes_utf8": 5646, "lines": 168, "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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13695, "cached_input_tokens": 12032, "output_tokens": 306, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b7d5a1d3cc7e3eb781ad5943f6e861b3d096f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5ac42bd6118a6a87", + "api_calls": 0, + "input_tokens": 13695, + "cached_input_tokens": 12032, + "output_tokens": 306, + "total_tokens": 14001, + "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": 13137.39, + "sql_execution_elapsed_ms_total": 2.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fee4a0548bc8c0d12ea2e7b019146e03ac615ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:44.173540+00:00", + "ended_at": "2026-05-19T15:29:57.310961+00:00", + "elapsed_ms": 13137.39, + "prompt_metrics": { + "chars": 5646, + "bytes_utf8": 5646, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1132, + "bytes_utf8": 1132, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13695, + "cached_input_tokens": 12032, + "output_tokens": 306, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cb8719ded9d933f42d4f07cc3d08cd06861a01b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..507ddc51c083a032e4241d86e542055773361a21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40db-7402-70c0-9ff1-1c76bf2f1afb"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1999436, Requested 14330. Please try again in 412ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided grouped-sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Cast the measure to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13695,"cached_input_tokens":12032,"output_tokens":306,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1731d0405f5fbc4081d3f452a50862a79dd38c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"displacement_thickness\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided grouped-sum template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Cast the measure to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ac42bd6118a6a87/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7330b7270d6abd838860f8638c15b96b27d112d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5550, "bytes_utf8": 5550, "lines": 166, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5550, "bytes_utf8": 5550, "lines": 166, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13679, "cached_input_tokens": 12032, "output_tokens": 349, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adbdf25f333712e3c518802af8e27b805ca0f4b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5cc555421c9e9235", + "api_calls": 0, + "input_tokens": 13679, + "cached_input_tokens": 12032, + "output_tokens": 349, + "total_tokens": 14028, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13145.22, + "sql_execution_elapsed_ms_total": 0.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d3562028af3cbad60a88007c68a5482c632914a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:17.178747+00:00", + "ended_at": "2026-05-19T16:00:21.439563+00:00", + "elapsed_ms": 4260.78, + "returncode": 1, + "prompt_metrics": { + "chars": 5550, + "bytes_utf8": 5550, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10b2335058050011c4e69288d1e7224b3a336013 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:22.441634+00:00", + "ended_at": "2026-05-19T16:00:31.326119+00:00", + "elapsed_ms": 8884.44, + "prompt_metrics": { + "chars": 5550, + "bytes_utf8": 5550, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 741, + "bytes_utf8": 741, + "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": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13679, + "cached_input_tokens": 12032, + "output_tokens": 349, + "reasoning_output_tokens": 241 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5893e4b5333fe299ebda2eefb651639f51cbd470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free_stream_velocity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5893e4b5333fe299ebda2eefb651639f51cbd470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free_stream_velocity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a11d12dbbb90788fc818e2a592021451815b15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6c36-7250-8737-5d8ea94d2be1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9efb724e75199cccbd6726869e9cdddb9b51eb5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6c36-7250-8737-5d8ea94d2be1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a9ec7def423d5e42cae405c64450ba18f765e2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-80b4-7f93-ad9f-6b7b9049fdf6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"free_stream_velocity\\\" AS REAL) <= 71.3 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n2\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"free_stream_velocity\\\" and measure_threshold fixed at 71.3. Cast to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13679,"cached_input_tokens":12032,"output_tokens":349,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f578f2ed43e2ec7cc2d647b0209b5a7c49007d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"free_stream_velocity\" AS REAL) <= 71.3 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n2\";","notes":"Applied the planned Threshold Rarity CDF template with measure_col bound to \"free_stream_velocity\" and measure_threshold fixed at 71.3. Cast to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5cc555421c9e9235/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9ec7a8931a102da47c004765a50189c22128a71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6202, "bytes_utf8": 6202, "lines": 168, "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": 740, "bytes_utf8": 740, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13833, "cached_input_tokens": 12032, "output_tokens": 609, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d72db54aabf26f619f999d8a3023fdabb0a9cd4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5ce35d57e392506c", + "api_calls": 0, + "input_tokens": 13833, + "cached_input_tokens": 12032, + "output_tokens": 609, + "total_tokens": 14442, + "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": 11467.02, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79ccc55e5ef6dcb9e25685d52f320ef999c9fc73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:32.019215+00:00", + "ended_at": "2026-05-19T15:44:43.486260+00:00", + "elapsed_ms": 11467.02, + "prompt_metrics": { + "chars": 6202, + "bytes_utf8": 6202, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1109, + "bytes_utf8": 1109, + "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": 740, + "bytes_utf8": 740, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13833, + "cached_input_tokens": 12032, + "output_tokens": 609, + "reasoning_output_tokens": 428 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..171999cd6708c626760f82b22f0bbdf11148988c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a4917e74801d6a6fdae10eda54bfdac6fef657d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-000c-7081-aae8-30fcd7a14a0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Casted the measure to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13833,"cached_input_tokens":12032,"output_tokens":609,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..260ff972f7c2c974aebf2148394b9cd7cdc0dead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CAST(\"displacement_thickness\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Casted the measure to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5ce35d57e392506c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a47124a877d27a82131eb31bcba25c9c2a9b8ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5627, "bytes_utf8": 5627, "lines": 168, "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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13692, "cached_input_tokens": 12032, "output_tokens": 323, "reasoning_output_tokens": 215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02b55dfd382bb1951b6401acc4db488a816d6a4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5d7b9a0fc226f28a", + "api_calls": 0, + "input_tokens": 13692, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 14015, + "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": 7908.39, + "sql_execution_elapsed_ms_total": 0.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83fa6fa59ae70e943a7bbbbc35230f795f932c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:24.564104+00:00", + "ended_at": "2026-05-19T15:30:32.472513+00:00", + "elapsed_ms": 7908.39, + "prompt_metrics": { + "chars": 5627, + "bytes_utf8": 5627, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "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": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13692, + "cached_input_tokens": 12032, + "output_tokens": 323, + "reasoning_output_tokens": 215 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57396114eb6b69f5961be0bc31c6f8b6ad7bd4bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8ad431581575f8d39018bbea00885f14b169bd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-11af-7ab3-82d1-de764f490166"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested grouped numeric sum template with \\\"free_stream_velocity\\\" as the grouping column and \\\"angle_of_attack\\\" as the summed measure. CAST to REAL is needed because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13692,"cached_input_tokens":12032,"output_tokens":323,"reasoning_output_tokens":215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14bbe748b9d641197119f80c1baf5cfca610b7b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Used the requested grouped numeric sum template with \"free_stream_velocity\" as the grouping column and \"angle_of_attack\" as the summed measure. CAST to REAL is needed because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5d7b9a0fc226f28a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b10dc5a7b3ecf05b6833dabebc5042358122755f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5523, "bytes_utf8": 5523, "lines": 166, "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": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13663, "cached_input_tokens": 12032, "output_tokens": 265, "reasoning_output_tokens": 184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55164f7f198815138875f9f887fe4dfe16a8b659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_5f98702017898ad5", + "api_calls": 0, + "input_tokens": 13663, + "cached_input_tokens": 12032, + "output_tokens": 265, + "total_tokens": 13928, + "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": 10288.54, + "sql_execution_elapsed_ms_total": 0.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2f70e4d69a611925320d76c95ed6866ef10b855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:11.641625+00:00", + "ended_at": "2026-05-19T15:31:21.930203+00:00", + "elapsed_ms": 10288.54, + "prompt_metrics": { + "chars": 5523, + "bytes_utf8": 5523, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "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": 329, + "bytes_utf8": 329, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13663, + "cached_input_tokens": 12032, + "output_tokens": 265, + "reasoning_output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9256f19371b10a9a751aa9e0b6e3d283ec033d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d318db66d78e0554a973f7a439426ab82f064004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-c9ae-79b1-9f68-fe3b9fd181a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"free_stream_velocity\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"free_stream_velocity\\\" to inspect subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13663,"cached_input_tokens":12032,"output_tokens":265,"reasoning_output_tokens":184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a955bb99ba7b882b534d3c7b69a1695aa723a72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"free_stream_velocity\", COUNT(*) AS \"row_count\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"free_stream_velocity\" to inspect subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_5f98702017898ad5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a1c70efdc336a91986b3a7b7d0c4fd3a291e46e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5799, "bytes_utf8": 5799, "lines": 168, "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": 2022, "bytes_utf8": 2022, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13727, "cached_input_tokens": 12672, "output_tokens": 3038, "reasoning_output_tokens": 2379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..423a9d1f1a82ea2355117a35eb22281a40789161 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_620f84232a2109f7", + "api_calls": 0, + "input_tokens": 13727, + "cached_input_tokens": 12672, + "output_tokens": 3038, + "total_tokens": 16765, + "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": 40613.43, + "sql_execution_elapsed_ms_total": 14.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d025eb1cf401b2d3926196c21b4e76ee1a8e3cd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:56.878744+00:00", + "ended_at": "2026-05-19T15:50:37.492203+00:00", + "elapsed_ms": 40613.43, + "prompt_metrics": { + "chars": 5799, + "bytes_utf8": 5799, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2648, + "bytes_utf8": 2648, + "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": 2022, + "bytes_utf8": 2022, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13727, + "cached_input_tokens": 12672, + "output_tokens": 3038, + "reasoning_output_tokens": 2379 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a45663c3f2e8d74c0ae4f80706b8e85e1ed318e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea49b825bfc4bcce43ef4c302346162d083e12e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-f520-70b0-956e-673aab45e5d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n CAST(\\\"frequency\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ORDER BY CAST(\\\"frequency\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"frequency\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n (0.95 * (MAX(\\\"cnt\\\") - 1) + 1.0) AS \\\"pos\\\",\\n CAST(0.95 * (MAX(\\\"cnt\\\") - 1) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (0.95 * (MAX(\\\"cnt\\\") - 1) + 1.0) = CAST(0.95 * (MAX(\\\"cnt\\\") - 1) + 1.0 AS INTEGER)\\n THEN CAST(0.95 * (MAX(\\\"cnt\\\") - 1) + 1.0 AS INTEGER)\\n ELSE CAST(0.95 * (MAX(\\\"cnt\\\") - 1) + 1.0 AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n HAVING MAX(\\\"cnt\\\") >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"free_stream_velocity\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lo_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"hi_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"free_stream_velocity\\\" = p.\\\"free_stream_velocity\\\"\\n GROUP BY\\n p.\\\"free_stream_velocity\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_value\\\"\\n ELSE \\\"lo_value\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_value\\\" - \\\"lo_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the template's 0.95 PERCENTILE_CONT in SQLite using window ranks and linear interpolation, grouping by \\\"free_stream_velocity\\\" and casting text \\\"frequency\\\" values to REAL; applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13727,"cached_input_tokens":12672,"output_tokens":3038,"reasoning_output_tokens":2379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91535985368692fec3c9cd85ab407f4f85b21cd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"free_stream_velocity\",\n CAST(\"frequency\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"free_stream_velocity\"\n ORDER BY CAST(\"frequency\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"free_stream_velocity\"\n ) AS \"cnt\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"frequency\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"free_stream_velocity\",\n (0.95 * (MAX(\"cnt\") - 1) + 1.0) AS \"pos\",\n CAST(0.95 * (MAX(\"cnt\") - 1) + 1.0 AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (0.95 * (MAX(\"cnt\") - 1) + 1.0) = CAST(0.95 * (MAX(\"cnt\") - 1) + 1.0 AS INTEGER)\n THEN CAST(0.95 * (MAX(\"cnt\") - 1) + 1.0 AS INTEGER)\n ELSE CAST(0.95 * (MAX(\"cnt\") - 1) + 1.0 AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n GROUP BY \"free_stream_velocity\"\n HAVING MAX(\"cnt\") >= 5\n),\n\"picked\" AS (\n SELECT\n p.\"free_stream_velocity\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"measure_value\" END) AS \"lo_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"measure_value\" END) AS \"hi_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"free_stream_velocity\" = p.\"free_stream_velocity\"\n GROUP BY\n p.\"free_stream_velocity\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\"\n)\nSELECT\n \"free_stream_velocity\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_value\"\n ELSE \"lo_value\" + (\"pos\" - \"lo_rn\") * (\"hi_value\" - \"lo_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the template's 0.95 PERCENTILE_CONT in SQLite using window ranks and linear interpolation, grouping by \"free_stream_velocity\" and casting text \"frequency\" values to REAL; applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_620f84232a2109f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..302594c324bfc18c8c5c36a75950a68579603a05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6194, "bytes_utf8": 6194, "lines": 168, "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": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13828, "cached_input_tokens": 12672, "output_tokens": 556, "reasoning_output_tokens": 394}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0df15844214da97801327654d2e62a04c2f49b02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_642bc75d127cca15", + "api_calls": 0, + "input_tokens": 13828, + "cached_input_tokens": 12672, + "output_tokens": 556, + "total_tokens": 14384, + "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": 12094.43, + "sql_execution_elapsed_ms_total": 0.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..16fecb6f0ea8db19a4acfc799df2220eaddd9ad5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:08.614909+00:00", + "ended_at": "2026-05-19T15:44:20.709362+00:00", + "elapsed_ms": 12094.43, + "prompt_metrics": { + "chars": 6194, + "bytes_utf8": 6194, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1003, + "bytes_utf8": 1003, + "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": 640, + "bytes_utf8": 640, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13828, + "cached_input_tokens": 12672, + "output_tokens": 556, + "reasoning_output_tokens": 394 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21d06b6cfb323d70cf545cec0b92569038adfa4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acac292fc6dcf1b4fa7c95dd8da70ec0be603e90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-a4b1-70c0-9da0-d276f68a0b1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Follows the provided template and bindings exactly. Because the schema stores fields as TEXT, \\\"free_stream_velocity\\\" is cast to REAL before summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13828,"cached_input_tokens":12672,"output_tokens":556,"reasoning_output_tokens":394}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e85b924af1db9d4d1dd9d321938bd87d251b7070 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"free_stream_velocity\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Follows the provided template and bindings exactly. Because the schema stores fields as TEXT, \"free_stream_velocity\" is cast to REAL before summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_642bc75d127cca15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e068371b955364821fd2bd0410f587dc4ad972 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=frequency. +Result preview: [{"free_stream_velocity": "71.3", "group_value": 1585750.0}, {"free_stream_velocity": "39.6", "group_value": 1200695.0}, {"free_stream_velocity": "55.5", "group_value": 869700.0}, {"free_stream_velocity": "31.7", "group_value": 682085.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..597e7a5155fcfc432544cfb2b12c08e9e0342442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"frequency\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"free_stream_velocity\", \"group_value\"], \"rows\": [{\"free_stream_velocity\": \"71.3\", \"group_value\": 1585750.0}, {\"free_stream_velocity\": \"39.6\", \"group_value\": 1200695.0}, {\"free_stream_velocity\": \"55.5\", \"group_value\": 869700.0}, {\"free_stream_velocity\": \"31.7\", \"group_value\": 682085.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..554b7addb219384255d981c43f2bb615328723a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6607f5545408098a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:10.416852+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10931.52, "started_at": "2026-05-19T15:46:59.484166+00:00", "ended_at": "2026-05-19T15:47:10.415719+00:00", "prompt_metrics": {"chars": 6172, "bytes_utf8": 6172, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 696, "bytes_utf8": 696, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13825, "cached_input_tokens": 12672, "output_tokens": 533, "reasoning_output_tokens": 362}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"frequency\\\". Cast \\\"frequency\\\" to REAL because the SQLite schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a744294120df9e8ef6aec68ccca2d13da8015ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity. +Result preview: [{"free_stream_velocity": "31.7", "displacement_thickness": "0.00331266", "total_measure": 570.6, "share_within_group": 6.405693950177936}, {"free_stream_velocity": "55.5", "displacement_thickness": "0.00172668", "total_measure": 888.0, "share_within_group": 5.776173285198556}, {"free_stream_velocity": "55.5", "displacement_thickness": "0.0111706", "total_measure": 888.0, "share_within_group": 5.776173285198556}, {"free_stream_velocity": "55.5", "displacement_thickness": "0.0165706", "total_measure": 888.0, "share_within_group": 5.776173285198556}, {"free_stream_velocity": "55.5", "displacement_thickness": "0.0208438", "total_measure": 888.0, "share_within_group": 5.776173285198556}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8a6344e5a833bb836387e01b1016a35991fea9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n2_675f5c79462e1915 +-- problem_id: v2p_n2_33e3d43f613b9ab2 +-- realization_mode: agent +-- source_kind: agent +SELECT "free_stream_velocity", "displacement_thickness", + SUM(CAST("free_stream_velocity" AS REAL)) AS "total_measure", + SUM(CAST("free_stream_velocity" AS REAL)) * 100.0 + / SUM(SUM(CAST("free_stream_velocity" AS REAL))) OVER (PARTITION BY "free_stream_velocity") AS "share_within_group" +FROM "n2" +GROUP BY "free_stream_velocity", "displacement_thickness" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c2fa374c750ec182d9faf2c08b03c05cb351e2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"displacement_thickness\",\n SUM(CAST(\"free_stream_velocity\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"free_stream_velocity\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"free_stream_velocity\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS \"share_within_group\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"displacement_thickness\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"displacement_thickness\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"free_stream_velocity\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"displacement_thickness\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"free_stream_velocity\", \"displacement_thickness\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00331266\", \"total_measure\": 570.6, \"share_within_group\": 6.405693950177936}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00172668\", \"total_measure\": 888.0, \"share_within_group\": 5.776173285198556}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0111706\", \"total_measure\": 888.0, \"share_within_group\": 5.776173285198556}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0165706\", \"total_measure\": 888.0, \"share_within_group\": 5.776173285198556}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0208438\", \"total_measure\": 888.0, \"share_within_group\": 5.776173285198556}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0271925\", \"total_measure\": 888.0, \"share_within_group\": 5.776173285198556}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0368233\", \"total_measure\": 888.0, \"share_within_group\": 5.776173285198556}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00461377\", \"total_measure\": 507.2, \"share_within_group\": 5.6939501779359425}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.0132672\", \"total_measure\": 507.2, \"share_within_group\": 5.6939501779359425}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.0252785\", \"total_measure\": 507.2, \"share_within_group\": 5.6939501779359425}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.0289853\", \"total_measure\": 507.2, \"share_within_group\": 5.6939501779359425}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.0418756\", \"total_measure\": 507.2, \"share_within_group\": 5.6939501779359425}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00283081\", \"total_measure\": 832.5, \"share_within_group\": 5.415162454873646}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00452492\", \"total_measure\": 832.5, \"share_within_group\": 5.415162454873646}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00509068\", \"total_measure\": 475.5, \"share_within_group\": 5.338078291814946}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.0176631\", \"total_measure\": 475.5, \"share_within_group\": 5.338078291814946}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00131983\", \"total_measure\": 777.0, \"share_within_group\": 5.054151624548736}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00229336\", \"total_measure\": 777.0, \"share_within_group\": 5.054151624548736}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0042862\", \"total_measure\": 777.0, \"share_within_group\": 5.054151624548736}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00433288\", \"total_measure\": 777.0, \"share_within_group\": 5.054151624548736}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.0027238\", \"total_measure\": 443.8, \"share_within_group\": 4.98220640569395}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00372371\", \"total_measure\": 443.8, \"share_within_group\": 4.98220640569395}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00525474\", \"total_measure\": 443.8, \"share_within_group\": 4.98220640569395}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00529514\", \"total_measure\": 443.8, \"share_within_group\": 4.98220640569395}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00076193\", \"total_measure\": 721.5, \"share_within_group\": 4.693140794223827}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.002211\", \"total_measure\": 721.5, \"share_within_group\": 4.693140794223827}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00313525\", \"total_measure\": 721.5, \"share_within_group\": 4.693140794223827}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.0043284\", \"total_measure\": 721.5, \"share_within_group\": 4.693140794223827}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.000439472\", \"total_measure\": 412.09999999999997, \"share_within_group\": 4.6263345195729535}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.000812164\", \"total_measure\": 412.09999999999997, \"share_within_group\": 4.6263345195729535}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.000930789\", \"total_measure\": 412.09999999999997, \"share_within_group\": 4.6263345195729535}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00150092\", \"total_measure\": 412.09999999999997, \"share_within_group\": 4.6263345195729535}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00209405\", \"total_measure\": 412.09999999999997, \"share_within_group\": 4.6263345195729535}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.000873218\", \"total_measure\": 666.0, \"share_within_group\": 4.332129963898917}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00544854\", \"total_measure\": 666.0, \"share_within_group\": 4.332129963898917}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00251435\", \"total_measure\": 380.4, \"share_within_group\": 4.270462633451957}, {\"free_stream_velocity\": \"55.5\", \"displacement_thickness\": \"0.00041229\", \"total_measure\": 610.5, \"share_within_group\": 3.9711191335740073}, {\"free_stream_velocity\": \"39.6\", \"displacement_thickness\": \"0.00310138\", \"total_measure\": 752.4, \"share_within_group\": 3.9583333333333335}, {\"free_stream_velocity\": \"31.7\", \"displacement_thickness\": \"0.00580776\", \"total_measure\": 348.7, \"share_within_group\": 3.9145907473309607}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.00497773\", \"total_measure\": 1283.3999999999999, \"share_within_group\": 3.8709677419354835}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.00400603\", \"total_measure\": 1212.1, \"share_within_group\": 3.655913978494623}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.0121808\", \"total_measure\": 1212.1, \"share_within_group\": 3.655913978494623}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.016104\", \"total_measure\": 1212.1, \"share_within_group\": 3.655913978494623}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.0264269\", \"total_measure\": 1212.1, \"share_within_group\": 3.655913978494623}, {\"free_stream_velocity\": \"39.6\", \"displacement_thickness\": \"0.00392107\", \"total_measure\": 673.2, \"share_within_group\": 3.5416666666666665}, {\"free_stream_velocity\": \"39.6\", \"displacement_thickness\": \"0.00909175\", \"total_measure\": 673.2, \"share_within_group\": 3.5416666666666665}, {\"free_stream_velocity\": \"39.6\", \"displacement_thickness\": \"0.0130253\", \"total_measure\": 673.2, \"share_within_group\": 3.5416666666666665}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.00752039\", \"total_measure\": 1140.8, \"share_within_group\": 3.4408602150537635}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.0103088\", \"total_measure\": 1140.8, \"share_within_group\": 3.4408602150537635}, {\"free_stream_velocity\": \"71.3\", \"displacement_thickness\": \"0.0104404\", \"total_measure\": 1140.8, \"share_within_group\": 3.4408602150537635}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d270a2cc8f5e3cb89c4b35cb851fd739062ba2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:36:48.100753+00:00", + "ended_at": "2026-05-19T15:37:05.721717+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_675f5c79462e1915", + "problem_id": "v2p_n2_33e3d43f613b9ab2", + "dataset_id": "n2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "item_col": "displacement_thickness", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_675f5c79462e1915.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_675f5c79462e1915", + "api_calls": 0, + "input_tokens": 13813, + "cached_input_tokens": 12032, + "output_tokens": 700, + "total_tokens": 14513, + "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": 17611.98, + "sql_execution_elapsed_ms_total": 3.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81201f8f04dab286a02c6d6f1fc6a63c47162692 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:05.715315+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17611.98, "started_at": "2026-05-19T15:36:48.101676+00:00", "ended_at": "2026-05-19T15:37:05.713692+00:00", "prompt_metrics": {"chars": 6064, "bytes_utf8": 6064, "lines": 170, "estimated_tokens": null}, "response_metrics": {"chars": 743, "bytes_utf8": 743, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13813, "cached_input_tokens": 12032, "output_tokens": 700, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"displacement_thickness\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"free_stream_velocity\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"displacement_thickness\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"displacement_thickness\\\", and measure_col=\\\"free_stream_velocity\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc6b588d0d4ecd794e346d817f71c075b1e249e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_675f5c79462e1915", + "api_calls": 0, + "input_tokens": 13813, + "cached_input_tokens": 12032, + "output_tokens": 700, + "total_tokens": 14513, + "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": 17611.98, + "sql_execution_elapsed_ms_total": 3.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_675f5c79462e1915/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30f7db842980deca0741f317a5db2d6c3abe7212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5771, "bytes_utf8": 5771, "lines": 166, "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": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13744, "cached_input_tokens": 12672, "output_tokens": 438, "reasoning_output_tokens": 293}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc143e8aa52e032846062d33777db6929fff476d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_6ab3eb68f5a031a8", + "api_calls": 0, + "input_tokens": 13744, + "cached_input_tokens": 12672, + "output_tokens": 438, + "total_tokens": 14182, + "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": 16950.6, + "sql_execution_elapsed_ms_total": 4.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de01edb6bf447c06959f35ea35911929468cc77a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:01.351022+00:00", + "ended_at": "2026-05-19T15:42:18.301663+00:00", + "elapsed_ms": 16950.6, + "prompt_metrics": { + "chars": 5771, + "bytes_utf8": 5771, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 890, + "bytes_utf8": 890, + "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": 529, + "bytes_utf8": 529, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13744, + "cached_input_tokens": 12672, + "output_tokens": 438, + "reasoning_output_tokens": 293 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..852c3784905a3a4d9b4d6ac4f5d9a536b44b9dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chord_length.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "chord_length", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7297ec5dd49ee8b24818925864f7c291ec4a9c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-b383-78c3-9167-1f41c4406995"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"chord_length\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"chord_length\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n2\\\"\\n)\\nSELECT\\n \\\"chord_length\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"chord_length\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"chord_length\\\" and num_tiles=10. Cast to REAL for correct numeric ordering because the SQLite column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13744,"cached_input_tokens":12672,"output_tokens":438,"reasoning_output_tokens":293}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad49362c623e4f4a9142a4da9284c9d65bab0011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"chord_length\",\n NTILE(10) OVER (ORDER BY CAST(\"chord_length\" AS REAL) DESC) AS tail_bucket\n FROM \"n2\"\n)\nSELECT\n \"chord_length\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"chord_length\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"chord_length\" and num_tiles=10. Cast to REAL for correct numeric ordering because the SQLite column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6ab3eb68f5a031a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcbe7fd0a62f9961d0b916303968ab0931e2e33f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6201, "bytes_utf8": 6201, "lines": 168, "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": 671, "bytes_utf8": 671, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13833, "cached_input_tokens": 12672, "output_tokens": 548, "reasoning_output_tokens": 379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88302f927326d307accf78c7c311d43b6ca5d5c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_6bbca1d4cfd31bc8", + "api_calls": 0, + "input_tokens": 13833, + "cached_input_tokens": 12672, + "output_tokens": 548, + "total_tokens": 14381, + "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": 13379.99, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d24a2ea62dd4e37ca343d1c1543df5fe50cfd5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:30.483610+00:00", + "ended_at": "2026-05-19T15:46:43.863635+00:00", + "elapsed_ms": 13379.99, + "prompt_metrics": { + "chars": 6201, + "bytes_utf8": 6201, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1038, + "bytes_utf8": 1038, + "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": 671, + "bytes_utf8": 671, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13833, + "cached_input_tokens": 12672, + "output_tokens": 548, + "reasoning_output_tokens": 379 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..738b373860fc5e737f86f1c271ffd4b5e288051e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d4706b75887586afe4c09145ebfa363adf814e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-cef2-7351-98bb-5ac112e76cdb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". CAST to REAL is added because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13833,"cached_input_tokens":12672,"output_tokens":548,"reasoning_output_tokens":379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..641f9954ff414e8b6655fa9ad9c0830c9df299b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"displacement_thickness\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Uses the required template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". CAST to REAL is added because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6bbca1d4cfd31bc8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c3384123c65fa08321d974f91dd8090aef9fdc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:39.013154+00:00", + "ended_at": "2026-05-19T16:05:42.339270+00:00", + "elapsed_ms": 3326.09, + "returncode": 1, + "prompt_metrics": { + "chars": 5809, + "bytes_utf8": 5809, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6441e0c568d9b50552e5ce87f450c1030cdd695 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:43.341167+00:00", + "ended_at": "2026-05-19T16:05:47.246930+00:00", + "elapsed_ms": 3905.71, + "returncode": 1, + "prompt_metrics": { + "chars": 5809, + "bytes_utf8": 5809, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83385ac64a71bd89ffa83ff2e57fd1c81b5cbecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..83385ac64a71bd89ffa83ff2e57fd1c81b5cbecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4759e93b1d0c8a4d5d4ffe57015342c93f75fab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-553b-75e1-a2f9-ed0fef8faf6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..827c94cc01d78a421eeae8d0ba3c9bdb9121345d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-553b-75e1-a2f9-ed0fef8faf6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da215525b1db5951ead62e57192b818f57f188f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-665f-7683-bb48-2a966cbc4660"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..98d061654e18becb2498370f5693f6c2ee189f22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-665f-7683-bb48-2a966cbc4660"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_6c367cfd61551c0e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23292d0299842d1e47e81aebd35db373d57c14c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/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": "2026-05-19T16:01:39.924470+00:00", + "ended_at": "2026-05-19T16:01:43.228460+00:00", + "elapsed_ms": 3303.96, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17f3048c4c9eec0956c825db48411d3240f99bba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/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": "2026-05-19T16:01:44.230301+00:00", + "ended_at": "2026-05-19T16:01:47.171191+00:00", + "elapsed_ms": 2940.85, + "returncode": 1, + "prompt_metrics": { + "chars": 5605, + "bytes_utf8": 5605, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..904e129a59d868c19b9480831969c5f5fe888f7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..904e129a59d868c19b9480831969c5f5fe888f7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c7d14840c5d2f279751255a3f43867d01db8bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-af7e-7da2-8560-4de3df9c49e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c559922ca4aa32f242b853bb4d9554f085f205c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-af7e-7da2-8560-4de3df9c49e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e372b520695e38f6d9d35fe937b71e99fc8dcb22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-c02b-7022-9d35-917b4cf18227"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef328b6e9e9cfba8216ecf28faa6e5990d07dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-c02b-7022-9d35-917b4cf18227"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_70bd02852abc2413/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c81391313140736942d40571a1053dbd34b9489b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5770, "bytes_utf8": 5770, "lines": 166, "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": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13744, "cached_input_tokens": 12672, "output_tokens": 344, "reasoning_output_tokens": 205}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f12d9d277a68a829799aaf35210e007bb9aecfa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_71c3aeeef4071eac", + "api_calls": 0, + "input_tokens": 13744, + "cached_input_tokens": 12672, + "output_tokens": 344, + "total_tokens": 14088, + "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": 19283.72, + "sql_execution_elapsed_ms_total": 4.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1938f097e0ef57664f4f87e1b0e00ff765abc9f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:04.682961+00:00", + "ended_at": "2026-05-19T15:43:23.966707+00:00", + "elapsed_ms": 19283.72, + "prompt_metrics": { + "chars": 5770, + "bytes_utf8": 5770, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1860, + "bytes_utf8": 1860, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13744, + "cached_input_tokens": 12672, + "output_tokens": 344, + "reasoning_output_tokens": 205 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39d811fd5ac9d9e3b4198481445b030c549440fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chord_length.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "chord_length", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e892b8ba5c61c2bed7a843c31ebf44e74714804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e7-ab00-7d43-bb70-762182933f7a"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14379. Please try again in 431ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1998786, Requested 14379. Please try again in 394ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1996778, Requested 14379. Please try again in 334ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"chord_length\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"chord_length\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n2\\\"\\n)\\nSELECT \\\"chord_length\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"chord_length\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"chord_length\\\" and num_tiles=10. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13744,"cached_input_tokens":12672,"output_tokens":344,"reasoning_output_tokens":205}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46d07f3bc765ee7157038fb1841938fc8b7f0580 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"chord_length\",\n NTILE(10) OVER (ORDER BY CAST(\"chord_length\" AS REAL) DESC) AS tail_bucket\n FROM \"n2\"\n)\nSELECT \"chord_length\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"chord_length\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"chord_length\" and num_tiles=10. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_71c3aeeef4071eac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec1c0ff55d3fed36170ad61623dbca4d47c3afee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6049, "bytes_utf8": 6049, "lines": 170, "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": 691, "bytes_utf8": 691, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13812, "cached_input_tokens": 12672, "output_tokens": 689, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae934ca73a4c1356cbd539eff228b9937e42844e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_723e8374fffd84fd", + "api_calls": 0, + "input_tokens": 13812, + "cached_input_tokens": 12672, + "output_tokens": 689, + "total_tokens": 14501, + "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": 22440.8, + "sql_execution_elapsed_ms_total": 5.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5fef2466ff3bc968fe759e42558682bd3e18b98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:14.159085+00:00", + "ended_at": "2026-05-19T15:33:36.599922+00:00", + "elapsed_ms": 22440.8, + "prompt_metrics": { + "chars": 6049, + "bytes_utf8": 6049, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1737, + "bytes_utf8": 1737, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13812, + "cached_input_tokens": 12672, + "output_tokens": 689, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ed651148271ff44a59c4e3748befbcf36a83383 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "item_col": "sound_pressure_level", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09338029186bd1732730b034dc7e2129bbaa8e0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-a84c-7361-afa6-0d7be2469445"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14447. Please try again in 433ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14447. Please try again in 433ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"sound_pressure_level\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"angle_of_attack\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"sound_pressure_level\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"sound_pressure_level\\\", and measure_col=\\\"angle_of_attack\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13812,"cached_input_tokens":12672,"output_tokens":689,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..664c6d4e7433865fb7d8694a203d7da22364d084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"sound_pressure_level\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure,\n SUM(CAST(\"angle_of_attack\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"angle_of_attack\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"sound_pressure_level\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"free_stream_velocity\", item_col=\"sound_pressure_level\", and measure_col=\"angle_of_attack\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_723e8374fffd84fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07313fbc3e6f355e142b89f80f361c7e692ff78c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6174, "bytes_utf8": 6174, "lines": 168, "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": 697, "bytes_utf8": 697, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13825, "cached_input_tokens": 12032, "output_tokens": 402, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15512784535a1b9ce2cce00d08f1dff3c427138d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_73c24e3b5d9d35bd", + "api_calls": 0, + "input_tokens": 13825, + "cached_input_tokens": 12032, + "output_tokens": 402, + "total_tokens": 14227, + "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": 8874.3, + "sql_execution_elapsed_ms_total": 0.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9b2675d343aea1427c553dd06da6cc4082e43ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:03.056622+00:00", + "ended_at": "2026-05-19T15:45:11.930945+00:00", + "elapsed_ms": 8874.3, + "prompt_metrics": { + "chars": 6174, + "bytes_utf8": 6174, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1068, + "bytes_utf8": 1068, + "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": 697, + "bytes_utf8": 697, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13825, + "cached_input_tokens": 12032, + "output_tokens": 402, + "reasoning_output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83351968389ec0e5355e8e119ef9014a6cad6b1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12ac51df7276f29dd3e3037a62d1b5eb3bcfc3c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-794f-7f20-b84a-be482cbbb140"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the required Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"frequency\\\". Cast \\\"frequency\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13825,"cached_input_tokens":12032,"output_tokens":402,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a34d8eaaf8394fe270438d5bff6f628cdcbea7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"frequency\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the required Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"frequency\". Cast \"frequency\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_73c24e3b5d9d35bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b397edf869a0a6fe368de4592a4234768d576d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5817, "bytes_utf8": 5817, "lines": 168, "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": 599, "bytes_utf8": 599, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13730, "cached_input_tokens": 12672, "output_tokens": 416, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5a28085213e66c9d3d145c21ce7895fed0b4cd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_790c19b3ac045859", + "api_calls": 0, + "input_tokens": 13730, + "cached_input_tokens": 12672, + "output_tokens": 416, + "total_tokens": 14146, + "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": 10651.76, + "sql_execution_elapsed_ms_total": 0.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8942e0df2c1e6cb64480bd6407c4f998215cc33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:54.943565+00:00", + "ended_at": "2026-05-19T15:54:05.595360+00:00", + "elapsed_ms": 10651.76, + "prompt_metrics": { + "chars": 5817, + "bytes_utf8": 5817, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 959, + "bytes_utf8": 959, + "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": 599, + "bytes_utf8": 599, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13730, + "cached_input_tokens": 12672, + "output_tokens": 416, + "reasoning_output_tokens": 272 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca2801b80d3bb0ca8590f1072f307bd90176aa84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..048bdfd17e397a7aa9890d6d153881d4c57150b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-9700-74e1-ab8c-369594d66d3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n MAX(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS \\\"percentile_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT. Here the grouped measure column is the same as the grouping column, so every row within a group has the same free_stream_velocity value; therefore the 90th percentile within each group equals that group value, and MAX(...) is an exact SQLite-compatible substitute.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13730,"cached_input_tokens":12672,"output_tokens":416,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b0e23af0aabdc03829c776d970b7f4bf6c79f1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n CAST(\"free_stream_velocity\" AS REAL) AS \"free_stream_velocity\",\n MAX(CAST(\"free_stream_velocity\" AS REAL)) AS \"percentile_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT. Here the grouped measure column is the same as the grouping column, so every row within a group has the same free_stream_velocity value; therefore the 90th percentile within each group equals that group value, and MAX(...) is an exact SQLite-compatible substitute."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_790c19b3ac045859/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff1194cbf17f53b37919883f991af1d72b87340e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_79f2542c86d54f27", + "api_calls": 0, + "input_tokens": 13701, + "cached_input_tokens": 12032, + "output_tokens": 275, + "total_tokens": 13976, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13195.47, + "sql_execution_elapsed_ms_total": 0.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34081c749fed40885c9b7059e1079ec1edbbd6ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:42.073314+00:00", + "ended_at": "2026-05-19T16:02:45.664163+00:00", + "elapsed_ms": 3590.83, + "returncode": 1, + "prompt_metrics": { + "chars": 5607, + "bytes_utf8": 5607, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf40c3bf32a9ed8f5d5228305504622ed963792a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf40c3bf32a9ed8f5d5228305504622ed963792a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8be78d92ec165f392e016d37f74cc1fbc6419d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-a23d-7d90-970a-70fed17e6dff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40abac22fa7d7616e94c9495e3b2e95be7d46cf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-b40b-7b83-b083-51f703812069"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 15;\",\"notes\":\"Counts rows for each \\\"free_stream_velocity\\\" value and returns the 15 groups with the lowest support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13701,"cached_input_tokens":12032,"output_tokens":275,"reasoning_output_tokens":184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_79f2542c86d54f27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27a319ff5819052e45ee37c2af327b87c4b83470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5896, "bytes_utf8": 5896, "lines": 171, "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": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13760, "cached_input_tokens": 12672, "output_tokens": 368, "reasoning_output_tokens": 256}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64ef273459706b03b06765396c2e7caf98777651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_7ac1a7f4c4611fa7", + "api_calls": 0, + "input_tokens": 13760, + "cached_input_tokens": 12672, + "output_tokens": 368, + "total_tokens": 14128, + "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": 9380.39, + "sql_execution_elapsed_ms_total": 0.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ba7b8dee1f42103907929a194351a24186aebac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:10.141742+00:00", + "ended_at": "2026-05-19T15:58:19.522154+00:00", + "elapsed_ms": 9380.39, + "prompt_metrics": { + "chars": 5896, + "bytes_utf8": 5896, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "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": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13760, + "cached_input_tokens": 12672, + "output_tokens": 368, + "reasoning_output_tokens": 256 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..443b13aef578e95f886bf91c34cfe40059f766d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fe35d9b9f889f68ede29419f0a0d463b5d3c5bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7c06-7aa2-903b-3bf8053b5f58"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"sound_pressure_level\\\" = '126.540' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"free_stream_velocity\\\" as group_col and \\\"sound_pressure_level\\\" = '126.540' as the condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13760,"cached_input_tokens":12672,"output_tokens":368,"reasoning_output_tokens":256}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9926622e73485c9d836310652675160e1dc1f1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"sound_pressure_level\" = '126.540' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with \"free_stream_velocity\" as group_col and \"sound_pressure_level\" = '126.540' as the condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ac1a7f4c4611fa7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..058f25efb16ff0cd819dc041b273c7ebc97130d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5793, "bytes_utf8": 5793, "lines": 168, "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": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13737, "cached_input_tokens": 12032, "output_tokens": 396, "reasoning_output_tokens": 266}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdcbbb1353c138192878e1b962501304477fc221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_7af8b34c6486a1d9", + "api_calls": 0, + "input_tokens": 13737, + "cached_input_tokens": 12032, + "output_tokens": 396, + "total_tokens": 14133, + "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": 10698.02, + "sql_execution_elapsed_ms_total": 1.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5501967c94d6590f90f00ccc4caeb4ca29db02c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/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": "2026-05-19T16:05:08.188084+00:00", + "ended_at": "2026-05-19T16:05:18.886124+00:00", + "elapsed_ms": 10698.02, + "prompt_metrics": { + "chars": 5793, + "bytes_utf8": 5793, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 859, + "bytes_utf8": 859, + "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": 499, + "bytes_utf8": 499, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13737, + "cached_input_tokens": 12032, + "output_tokens": 396, + "reasoning_output_tokens": 266 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53f7a7383877317e4f13668e7d98cc04f103ee69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aaf0b4c25fecd33d6bc2d279da517537bf3cd10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-dcd7-7841-a4c7-ee6e6fa7fb63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"chord_length\\\" AS REAL)) > 0.1524\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13737,"cached_input_tokens":12032,"output_tokens":396,"reasoning_output_tokens":266}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe63ec85598ac6569f6dd809a44ff33c75f296b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"chord_length\" AS REAL)) > 0.1524\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required Thresholded Group Ranking template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST to REAL is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7af8b34c6486a1d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c9e8b2921c5f0489cd80c491f7d0f179d248651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6180, "bytes_utf8": 6180, "lines": 168, "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": 771, "bytes_utf8": 771, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13829, "cached_input_tokens": 12032, "output_tokens": 693, "reasoning_output_tokens": 482}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa1b751311dc02b8a5a2d1cea5f52eb5a7512d76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_7db01c4308dbe950", + "api_calls": 0, + "input_tokens": 13829, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 14522, + "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": 15303.17, + "sql_execution_elapsed_ms_total": 1.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5906b8be75bf2734c251d2728bb64b462830e0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:50.546205+00:00", + "ended_at": "2026-05-19T15:46:05.849406+00:00", + "elapsed_ms": 15303.17, + "prompt_metrics": { + "chars": 6180, + "bytes_utf8": 6180, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1194, + "bytes_utf8": 1194, + "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": 771, + "bytes_utf8": 771, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13829, + "cached_input_tokens": 12032, + "output_tokens": 693, + "reasoning_output_tokens": 482 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70da869ba030e9540e6da504f861ab0eb9bccf92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae1f47fb09038aa1f113ff4dfbbcddad48dc2983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-32d9-7c71-b72c-b5d4ae83957c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"free_stream_velocity\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Casts \\\"chord_length\\\" to REAL because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13829,"cached_input_tokens":12032,"output_tokens":693,"reasoning_output_tokens":482}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5a097722b7e1a217a677caf93bf2a5ed96bb815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CAST(\"chord_length\" AS REAL)) AS \"group_value\"\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"free_stream_velocity\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Uses the planned Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". Casts \"chord_length\" to REAL because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7db01c4308dbe950/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13132e89f8d8b2292a77bbafaa47fe516d874727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5727, "bytes_utf8": 5727, "lines": 168, "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": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13705, "cached_input_tokens": 12032, "output_tokens": 355, "reasoning_output_tokens": 245}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..481b68330a9c78914618ab3bdb992f57921efe58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_7ea27444a78507f4", + "api_calls": 0, + "input_tokens": 13705, + "cached_input_tokens": 12032, + "output_tokens": 355, + "total_tokens": 14060, + "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": 13150.01, + "sql_execution_elapsed_ms_total": 8.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ceaa621ab7c950c2d8990d35fc0ab82e6f05fe6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:52.327528+00:00", + "ended_at": "2026-05-19T15:39:05.477573+00:00", + "elapsed_ms": 13150.01, + "prompt_metrics": { + "chars": 5727, + "bytes_utf8": 5727, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "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": 469, + "bytes_utf8": 469, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13705, + "cached_input_tokens": 12032, + "output_tokens": 355, + "reasoning_output_tokens": 245 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c328a31bfbe99b5f06f429aa7de7dc03ad69bd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc45af3bffe8c72c162dbdf9e315f4249d103bb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-d143-7b00-852b-373f0afc2da6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"displacement_thickness\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the required Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". CAST to REAL is added because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13705,"cached_input_tokens":12032,"output_tokens":355,"reasoning_output_tokens":245}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b6623eea49c602794c8c247de5e8c4d51dbd3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"displacement_thickness\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Uses the required Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". CAST to REAL is added because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_7ea27444a78507f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1738146c880d5a3b67207d8a9404f68b4fe09187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5774, "bytes_utf8": 5774, "lines": 166, "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": 610, "bytes_utf8": 610, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13743, "cached_input_tokens": 12672, "output_tokens": 449, "reasoning_output_tokens": 289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02ea8ca57f0aa6848c0dcf1c376d14ec0ca0a2ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_80414a9dd68b8332", + "api_calls": 0, + "input_tokens": 13743, + "cached_input_tokens": 12672, + "output_tokens": 449, + "total_tokens": 14192, + "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": 10544.23, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfb80bc70f5c90b2f3ddabf4cfd73df70775130c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:54.133221+00:00", + "ended_at": "2026-05-19T15:43:04.677474+00:00", + "elapsed_ms": 10544.23, + "prompt_metrics": { + "chars": 5774, + "bytes_utf8": 5774, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 977, + "bytes_utf8": 977, + "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": 610, + "bytes_utf8": 610, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13743, + "cached_input_tokens": 12672, + "output_tokens": 449, + "reasoning_output_tokens": 289 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae670a5814df69dd09a8ae738f07d71892d67404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=angle_of_attack.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "angle_of_attack", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..548490ef42920be2c4fdf9a284c24bde7474f9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-81c4-7c10-aa81-36b83b2b74db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"angle_of_attack\\\" AS REAL) AS \\\"angle_of_attack\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"angle_of_attack\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n2\\\"\\n)\\nSELECT \\\"angle_of_attack\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"angle_of_attack\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to angle_of_attack and num_tiles=10. Because the source column is stored as TEXT, the query casts it to REAL to ensure correct numeric tail bucketing and ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13743,"cached_input_tokens":12672,"output_tokens":449,"reasoning_output_tokens":289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c142408806699474c794a02205f99f1d11ce6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"angle_of_attack\" AS REAL) AS \"angle_of_attack\",\n NTILE(10) OVER (ORDER BY CAST(\"angle_of_attack\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n2\"\n)\nSELECT \"angle_of_attack\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"angle_of_attack\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to angle_of_attack and num_tiles=10. Because the source column is stored as TEXT, the query casts it to REAL to ensure correct numeric tail bucketing and ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_80414a9dd68b8332/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fbba8da3ed04a35e97ec8ff7156ddcff40a09c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6465, "bytes_utf8": 6465, "lines": 171, "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": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13908, "cached_input_tokens": 12032, "output_tokens": 530, "reasoning_output_tokens": 340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28c6df1e6660efbc4854d9dbc8ec3f4e3230ea85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_82adf397fd8177ac", + "api_calls": 0, + "input_tokens": 13908, + "cached_input_tokens": 12032, + "output_tokens": 530, + "total_tokens": 14438, + "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": 10441.61, + "sql_execution_elapsed_ms_total": 1.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d5922433b275b73a182b4d6b343fc78b64307ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:44.287913+00:00", + "ended_at": "2026-05-19T15:37:54.729545+00:00", + "elapsed_ms": 10441.61, + "prompt_metrics": { + "chars": 6465, + "bytes_utf8": 6465, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1097, + "bytes_utf8": 1097, + "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": 728, + "bytes_utf8": 728, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13908, + "cached_input_tokens": 12032, + "output_tokens": 530, + "reasoning_output_tokens": 340 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..813a67c8fd78a838767f03dfdbdbf47e66820e14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..812a3dd8b3aa01665057a1d4a1de745dc60fb189 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-c764-7d03-89ce-bba999af06e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\",\\n SUM(CASE WHEN \\\"sound_pressure_level\\\" = '126.540' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sound_pressure_level\\\" = '127.315' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n)\\nSELECT \\\"free_stream_velocity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped ratio template with \\\"free_stream_velocity\\\" as the grouping column and counts of \\\"sound_pressure_level\\\" equal to '126.540' versus '127.315'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13908,"cached_input_tokens":12032,"output_tokens":530,"reasoning_output_tokens":340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a798b40bf5a7fa87025c33cd0e30b5fb72b5891a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"free_stream_velocity\",\n SUM(CASE WHEN \"sound_pressure_level\" = '126.540' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sound_pressure_level\" = '127.315' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n)\nSELECT \"free_stream_velocity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped ratio template with \"free_stream_velocity\" as the grouping column and counts of \"sound_pressure_level\" equal to '126.540' versus '127.315'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_82adf397fd8177ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c757e8d276aa4daf01e592716223ef202093b707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5603, "bytes_utf8": 5603, "lines": 166, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13698, "cached_input_tokens": 12032, "output_tokens": 308, "reasoning_output_tokens": 206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88fbc38b868520a7adc9a3de46e2862cea4b9eea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_84932ebb749530b8", + "api_calls": 0, + "input_tokens": 13698, + "cached_input_tokens": 12032, + "output_tokens": 308, + "total_tokens": 14006, + "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": 8680.97, + "sql_execution_elapsed_ms_total": 0.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f27f2ecb10b66cca0d065df9311a75c5aebe736e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:59.925508+00:00", + "ended_at": "2026-05-19T16:02:08.606506+00:00", + "elapsed_ms": 8680.97, + "prompt_metrics": { + "chars": 5603, + "bytes_utf8": 5603, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13698, + "cached_input_tokens": 12032, + "output_tokens": 308, + "reasoning_output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42ab9b7aadf8c84b87982fd074958f9bfc8dca41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f107c8b1fd057dfb28cf421c4eca0311b4899a4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-fd72-7501-9ede-bd408c406801"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 13;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"free_stream_velocity\\\", returning the 13 velocity groups with the smallest row support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13698,"cached_input_tokens":12032,"output_tokens":308,"reasoning_output_tokens":206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c032a6c189211f896c964ca97281030de0f9f0e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS support\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY support ASC, \"free_stream_velocity\"\nLIMIT 13;","notes":"Applies the Low-Support Group Count template with group_col bound to \"free_stream_velocity\", returning the 13 velocity groups with the smallest row support."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_84932ebb749530b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cd23a3eb7fa6a4fd9f7a49bbdd41b0e7863a38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5626, "bytes_utf8": 5626, "lines": 168, "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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13693, "cached_input_tokens": 12032, "output_tokens": 239, "reasoning_output_tokens": 136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..445284c71157844fd53c586320b0a16f80c4f304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_85c1c992bd5e3c35", + "api_calls": 0, + "input_tokens": 13693, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 13932, + "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": 8003.98, + "sql_execution_elapsed_ms_total": 2.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b77dd582d00d7aacfc68c3a5c7ed18f33c38dd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:51.178590+00:00", + "ended_at": "2026-05-19T15:30:59.182599+00:00", + "elapsed_ms": 8003.98, + "prompt_metrics": { + "chars": 5626, + "bytes_utf8": 5626, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "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": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13693, + "cached_input_tokens": 12032, + "output_tokens": 239, + "reasoning_output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e97b4f03af2018b406a32f01e88c4d51581e4c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c59ba3f11f430121c423eec30aed5db8a6ecdf5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-79c0-7c53-a639-eedd8623f94b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Cast \\\"chord_length\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13693,"cached_input_tokens":12032,"output_tokens":239,"reasoning_output_tokens":136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e35df80a6aef11839e2289d6fecf7baa2307f86b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Applied the grouped numeric sum template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". Cast \"chord_length\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_85c1c992bd5e3c35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a432641346f9cd30119a9387795ecfd8192f8a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5620, "bytes_utf8": 5620, "lines": 168, "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": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13689, "cached_input_tokens": 12032, "output_tokens": 275, "reasoning_output_tokens": 174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97075375b7bb8910f74acbdc97e51e246b422f74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_86aa8f59964b2bfc", + "api_calls": 0, + "input_tokens": 13689, + "cached_input_tokens": 12032, + "output_tokens": 275, + "total_tokens": 13964, + "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": 8032.08, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d32437fa3399fb348cb34de1e1cdd16013b82d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:16.528003+00:00", + "ended_at": "2026-05-19T15:30:24.560108+00:00", + "elapsed_ms": 8032.08, + "prompt_metrics": { + "chars": 5620, + "bytes_utf8": 5620, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "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": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13689, + "cached_input_tokens": 12032, + "output_tokens": 275, + "reasoning_output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4652decfaf53fc8d396397b0f087a702dcb08e12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e46bbab2827378edb14ddfe46fbb904ee4dcba49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-f272-7970-b12b-409a7b91884a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided grouped sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"frequency\\\". Cast \\\"frequency\\\" from TEXT to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13689,"cached_input_tokens":12032,"output_tokens":275,"reasoning_output_tokens":174}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb1e0bb23b919158f71f789e18c3c47cfcbd8f58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"frequency\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Applied the provided grouped sum template with group_col=\"free_stream_velocity\" and measure_col=\"frequency\". Cast \"frequency\" from TEXT to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_86aa8f59964b2bfc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b65ef972982c9f1403e2b4d288e5a465c675337 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6445, "bytes_utf8": 6445, "lines": 171, "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": 744, "bytes_utf8": 744, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13911, "cached_input_tokens": 12032, "output_tokens": 435, "reasoning_output_tokens": 235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d48f4cf6e21dfb5e1c40f0a6df5a3e3b6826097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_8738d85b7e556874", + "api_calls": 0, + "input_tokens": 13911, + "cached_input_tokens": 12032, + "output_tokens": 435, + "total_tokens": 14346, + "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": 10550.68, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb06dedda1a1ab84d8fb4ca2f39ac2824075f5fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:54.734397+00:00", + "ended_at": "2026-05-19T15:38:05.285108+00:00", + "elapsed_ms": 10550.68, + "prompt_metrics": { + "chars": 6445, + "bytes_utf8": 6445, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1113, + "bytes_utf8": 1113, + "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": 744, + "bytes_utf8": 744, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13911, + "cached_input_tokens": 12032, + "output_tokens": 435, + "reasoning_output_tokens": 235 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e4df994d630bb88a12bddd4918053577687144d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=free_stream_velocity, condition_col=chord_length.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "chord_length", + "condition_value": "0.0254", + "positive_value": "0.0254", + "negative_value": "0.1524", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c332b43681118fdda2b89bc13ace8af99aae732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-f036-7960-8d41-e494c5450446"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\",\\n SUM(CASE WHEN \\\"chord_length\\\" = '0.0254' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"chord_length\\\" = '0.1524' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n)\\nSELECT \\\"free_stream_velocity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped-ratio template with group_col=\\\"free_stream_velocity\\\" and condition_col=\\\"chord_length\\\", comparing the bound positive value '0.0254' against the bound negative value '0.1524'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13911,"cached_input_tokens":12032,"output_tokens":435,"reasoning_output_tokens":235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d0b7602534c75bff8c71f5304102f60c4933754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"free_stream_velocity\",\n SUM(CASE WHEN \"chord_length\" = '0.0254' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"chord_length\" = '0.1524' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n)\nSELECT \"free_stream_velocity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped-ratio template with group_col=\"free_stream_velocity\" and condition_col=\"chord_length\", comparing the bound positive value '0.0254' against the bound negative value '0.1524'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8738d85b7e556874/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdd155da66d03aba1b1763476b4630795cebd3ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6200, "bytes_utf8": 6200, "lines": 168, "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": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13831, "cached_input_tokens": 12032, "output_tokens": 412, "reasoning_output_tokens": 239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7555b748d411199c52bc136f705d7aefbe5d9057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_87dac5ccdf780d87", + "api_calls": 0, + "input_tokens": 13831, + "cached_input_tokens": 12032, + "output_tokens": 412, + "total_tokens": 14243, + "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": 11299.84, + "sql_execution_elapsed_ms_total": 1.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd58c45668f15ce043f381c9cd7d38c243ba690c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:20.713640+00:00", + "ended_at": "2026-05-19T15:44:32.013503+00:00", + "elapsed_ms": 11299.84, + "prompt_metrics": { + "chars": 6200, + "bytes_utf8": 6200, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1071, + "bytes_utf8": 1071, + "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": 704, + "bytes_utf8": 704, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13831, + "cached_input_tokens": 12032, + "output_tokens": 412, + "reasoning_output_tokens": 239 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62588ba003e412d7ff2356f4690fd18f0e031345 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22a557ed0ed4fe2fd6dc1bd8fd1f3fb10d5c190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-d3d9-7b41-b190-d231dda600f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13831,"cached_input_tokens":12032,"output_tokens":412,"reasoning_output_tokens":239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c59c44d628e54c241d58a287b32e96548e0bee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"displacement_thickness\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Cast the measure from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_87dac5ccdf780d87/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d8ec8ffb4e5fc9c87d6beef3030c5402a82a0bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:03.941428+00:00", + "ended_at": "2026-05-19T15:59:07.825846+00:00", + "elapsed_ms": 3884.39, + "returncode": 1, + "prompt_metrics": { + "chars": 5889, + "bytes_utf8": 5889, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cdb3b569568926df7461a33f9a8e8a932c5c7ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/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": "2026-05-19T15:59:08.827553+00:00", + "ended_at": "2026-05-19T15:59:11.959619+00:00", + "elapsed_ms": 3132.03, + "returncode": 1, + "prompt_metrics": { + "chars": 5889, + "bytes_utf8": 5889, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f70dfdcd3e02077474ea278745ed807d82c7a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "71.3", + "positive_value": "39.6", + "negative_value": "71.3", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f70dfdcd3e02077474ea278745ed807d82c7a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "71.3", + "positive_value": "39.6", + "negative_value": "71.3", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..348219d88db10a3a8af669fbab1a4eb14000e517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-4e37-7580-92a7-7605735a7a89"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40c7d3f20f42512f3aac642aabb5925913542c18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-4e37-7580-92a7-7605735a7a89"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15861b0bb5ead4defdfd4fb8773e13376179ed35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6130-7f82-872e-7a3110cc5e40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6bd5c5a0caac07952795c3f4024b9ee49bcca6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6130-7f82-872e-7a3110cc5e40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_897e1140d5a3ef8a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b678e3dfa585e3fe27629453cfc68ea8cec1324c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5637, "bytes_utf8": 5637, "lines": 168, "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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13692, "cached_input_tokens": 4480, "output_tokens": 444, "reasoning_output_tokens": 340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d93cd3c7841fa592a0ced81b738693886ca212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_89db56f5f0c37457", + "api_calls": 0, + "input_tokens": 13692, + "cached_input_tokens": 4480, + "output_tokens": 444, + "total_tokens": 14136, + "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": 10402.45, + "sql_execution_elapsed_ms_total": 0.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65a0f0e3251ece56b108f155607388634687b3c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:18.736472+00:00", + "ended_at": "2026-05-19T15:29:29.138954+00:00", + "elapsed_ms": 10402.45, + "prompt_metrics": { + "chars": 5637, + "bytes_utf8": 5637, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "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": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13692, + "cached_input_tokens": 4480, + "output_tokens": 444, + "reasoning_output_tokens": 340 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbf928ea8796a6df427e5897b66b03ee60d468f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07f66adb76cec75dae6bb24ad13bfda933e1a052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-10a6-70c2-af63-f01cb6715e44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the required grouped numeric sum template with both group_col and measure_col bound to \\\"free_stream_velocity\\\". CAST to REAL is used because the SQLite schema stores these numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13692,"cached_input_tokens":4480,"output_tokens":444,"reasoning_output_tokens":340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f29f18b929c26a6f7ef9a3cb704ef807246ebf15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"free_stream_velocity\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Applied the required grouped numeric sum template with both group_col and measure_col bound to \"free_stream_velocity\". CAST to REAL is used because the SQLite schema stores these numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_89db56f5f0c37457/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ef58b97129021fa81e209a015c38fb2d6d6accb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6033, "bytes_utf8": 6033, "lines": 170, "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": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13809, "cached_input_tokens": 12032, "output_tokens": 605, "reasoning_output_tokens": 429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e43c386faad0cff1e30bdfad8356593bf657feb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_8a77e9493b76ed11", + "api_calls": 0, + "input_tokens": 13809, + "cached_input_tokens": 12032, + "output_tokens": 605, + "total_tokens": 14414, + "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": 15236.86, + "sql_execution_elapsed_ms_total": 3.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..472c96de76a45d2a12c063f4caddd10fd5b3767b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:42.802594+00:00", + "ended_at": "2026-05-19T15:35:58.039482+00:00", + "elapsed_ms": 15236.86, + "prompt_metrics": { + "chars": 6033, + "bytes_utf8": 6033, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1053, + "bytes_utf8": 1053, + "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": 658, + "bytes_utf8": 658, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13809, + "cached_input_tokens": 12032, + "output_tokens": 605, + "reasoning_output_tokens": 429 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b18d5e133eefaaf211dd8d7013c5a8bcd9b1cc85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "item_col": "frequency", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26411f653acddb0494bb341d9d283641a0c9ab6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-ecc0-7ee1-bc00-286c23c16744"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"frequency\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"angle_of_attack\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"frequency\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"frequency\\\", and measure_col=\\\"angle_of_attack\\\". Casted the TEXT-typed numeric measure to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13809,"cached_input_tokens":12032,"output_tokens":605,"reasoning_output_tokens":429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8260eb79ad268746d8cf6128ba45a92ba7728452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"frequency\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"angle_of_attack\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS \"share_within_group\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"frequency\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the planned template with group_col=\"free_stream_velocity\", item_col=\"frequency\", and measure_col=\"angle_of_attack\". Casted the TEXT-typed numeric measure to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a77e9493b76ed11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca407e4d64217db2d4f9192c08c91206327f8ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"angle_of_attack": "0", "support": 329, "avg_response": 49.109726443769}, {"angle_of_attack": "4", "support": 93, "avg_response": 52.6494623655914}, {"angle_of_attack": "15.4", "support": 65, "avg_response": 49.86}, {"angle_of_attack": "12.3", "support": 64, "avg_response": 49.525}, {"angle_of_attack": "7.3", "support": 64, "avg_response": 49.525}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15af10ddd886fb30f7fc38b86d2b17387171698b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n2_8a9de2cdf7acb1ac +-- problem_id: v2p_n2_e391e4d60aad3b36 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "angle_of_attack", + COUNT(*) AS support, + AVG("free_stream_velocity") AS avg_response +FROM "n2" +GROUP BY "angle_of_attack" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58cfc029813fe78736686c649678f09278b47292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n2_8a9de2cdf7acb1ac\n-- problem_id: v2p_n2_e391e4d60aad3b36\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"angle_of_attack\",\n COUNT(*) AS support,\n AVG(\"free_stream_velocity\") AS avg_response\nFROM \"n2\"\nGROUP BY \"angle_of_attack\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n2_8a9de2cdf7acb1ac\\n-- problem_id: v2p_n2_e391e4d60aad3b36\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"angle_of_attack\\\",\\n COUNT(*) AS support,\\n AVG(\\\"free_stream_velocity\\\") AS avg_response\\nFROM \\\"n2\\\"\\nGROUP BY \\\"angle_of_attack\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"angle_of_attack\", \"support\", \"avg_response\"], \"rows\": [{\"angle_of_attack\": \"0\", \"support\": 329, \"avg_response\": 49.109726443769}, {\"angle_of_attack\": \"4\", \"support\": 93, \"avg_response\": 52.6494623655914}, {\"angle_of_attack\": \"15.4\", \"support\": 65, \"avg_response\": 49.86}, {\"angle_of_attack\": \"12.3\", \"support\": 64, \"avg_response\": 49.525}, {\"angle_of_attack\": \"7.3\", \"support\": 64, \"avg_response\": 49.525}, {\"angle_of_attack\": \"9.9\", \"support\": 64, \"avg_response\": 49.525}, {\"angle_of_attack\": \"17.4\", \"support\": 63, \"avg_response\": 50.31111111111111}, {\"angle_of_attack\": \"3\", \"support\": 59, \"avg_response\": 49.8271186440678}, {\"angle_of_attack\": \"2\", \"support\": 56, \"avg_response\": 49.80714285714286}, {\"angle_of_attack\": \"9.5\", \"support\": 56, \"avg_response\": 47.260714285714286}, {\"angle_of_attack\": \"5.4\", \"support\": 55, \"avg_response\": 49.129090909090905}, {\"angle_of_attack\": \"3.3\", \"support\": 50, \"avg_response\": 49.446000000000005}, {\"angle_of_attack\": \"4.8\", \"support\": 50, \"avg_response\": 48.336000000000006}, {\"angle_of_attack\": \"8.4\", \"support\": 43, \"avg_response\": 48.651162790697676}, {\"angle_of_attack\": \"12.7\", \"support\": 34, \"avg_response\": 55.449999999999996}, {\"angle_of_attack\": \"7.2\", \"support\": 33, \"avg_response\": 54.96969696969697}, {\"angle_of_attack\": \"6.7\", \"support\": 33, \"avg_response\": 48.984848484848484}, {\"angle_of_attack\": \"12.6\", \"support\": 32, \"avg_response\": 55.45}, {\"angle_of_attack\": \"8.9\", \"support\": 32, \"avg_response\": 55.45}, {\"angle_of_attack\": \"1.5\", \"support\": 31, \"avg_response\": 53.91612903225807}, {\"angle_of_attack\": \"2.7\", \"support\": 30, \"avg_response\": 55.45}, {\"angle_of_attack\": \"22.2\", \"support\": 30, \"avg_response\": 55.45}, {\"angle_of_attack\": \"5.3\", \"support\": 30, \"avg_response\": 55.45}, {\"angle_of_attack\": \"15.6\", \"support\": 30, \"avg_response\": 54.39333333333333}, {\"angle_of_attack\": \"11.2\", \"support\": 28, \"avg_response\": 55.449999999999996}, {\"angle_of_attack\": \"19.7\", \"support\": 28, \"avg_response\": 55.449999999999996}, {\"angle_of_attack\": \"4.2\", \"support\": 21, \"avg_response\": 54.69523809523809}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..406345272b09c2727c2ba5744805f4d4c26a8c92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T16:06:12.679450+00:00", + "ended_at": "2026-05-19T16:06:12.680748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_8a9de2cdf7acb1ac", + "problem_id": "v2p_n2_e391e4d60aad3b36", + "dataset_id": "n2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=free_stream_velocity, key_col=angle_of_attack.", + "bindings": { + "key_col": "angle_of_attack", + "measure_col": "free_stream_velocity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_8a9de2cdf7acb1ac.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8a9de2cdf7acb1ac/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7143068a1704bc9a429c74727f1dec9d6f02f731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5531, "bytes_utf8": 5531, "lines": 166, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5531, "bytes_utf8": 5531, "lines": 166, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13676, "cached_input_tokens": 12672, "output_tokens": 283, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc5f2ba42988afbbd5b38e050e131c90430690e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_8d8a936bac365ca2", + "api_calls": 0, + "input_tokens": 13676, + "cached_input_tokens": 12672, + "output_tokens": 283, + "total_tokens": 13959, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10832.04, + "sql_execution_elapsed_ms_total": 0.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7d346e7106262a6542ea61e626c97c329cdbf80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:50.607312+00:00", + "ended_at": "2026-05-19T15:59:53.758521+00:00", + "elapsed_ms": 3151.18, + "returncode": 1, + "prompt_metrics": { + "chars": 5531, + "bytes_utf8": 5531, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ece13593e5b091b757774642ddc8d1218a203599 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:54.760736+00:00", + "ended_at": "2026-05-19T16:00:02.441627+00:00", + "elapsed_ms": 7680.86, + "prompt_metrics": { + "chars": 5531, + "bytes_utf8": 5531, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13676, + "cached_input_tokens": 12672, + "output_tokens": 283, + "reasoning_output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e801aec22909659979e5ee188752e0d6ac1165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=frequency.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "frequency", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e801aec22909659979e5ee188752e0d6ac1165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=frequency.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "frequency", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84291c603914b76c62be50380676c8af3313c34c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-0478-7a91-a91a-48dd10dc3e50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0236efa2e0b033813fd20dbe20ea9626bb3f133e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-0478-7a91-a91a-48dd10dc3e50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd40dc4ebd305bd6fe141b2550cc27fc7caeb740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-149f-7751-9870-48cf6aca1596"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"frequency\\\" AS REAL) <= 4000.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n2\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to \\\"frequency\\\" and measure_threshold fixed at 4000.0. Used CAST(... AS REAL) because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13676,"cached_input_tokens":12672,"output_tokens":283,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede23560ae4e93f8a09f8aca8965d09bee091679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"frequency\" AS REAL) <= 4000.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n2\";","notes":"Applied the provided Threshold Rarity CDF template with measure_col bound to \"frequency\" and measure_threshold fixed at 4000.0. Used CAST(... AS REAL) because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8d8a936bac365ca2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53124b53a68420015a37a1f431921f5748b113d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/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": "2026-05-19T16:01:32.393813+00:00", + "ended_at": "2026-05-19T16:01:35.632338+00:00", + "elapsed_ms": 3238.49, + "returncode": 1, + "prompt_metrics": { + "chars": 5604, + "bytes_utf8": 5604, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b06a9074f5d0052b2e778b012b83189fd77ef82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/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": "2026-05-19T16:01:36.633933+00:00", + "ended_at": "2026-05-19T16:01:39.921961+00:00", + "elapsed_ms": 3287.99, + "returncode": 1, + "prompt_metrics": { + "chars": 5604, + "bytes_utf8": 5604, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ec735cd593b2c6fe2c23510ec4bed81b867fc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ec735cd593b2c6fe2c23510ec4bed81b867fc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a38d44b229fa97861eb493fb631664f0181bc8e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-9202-77b0-8e85-d656129d0d69"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67899ccc2bd13b897f1eab4da8a75072f0a43906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-9202-77b0-8e85-d656129d0d69"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..331c067307566ba422816530d4e69f0cb5e02387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a2ad-7d60-adbf-d00048302c87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aadba6df285193e2a88d10844f7fc7c1929788c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a2ad-7d60-adbf-d00048302c87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8df2054adc02ab8f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81fd609e6fa5e7df9f24fb435bb6a93c40ed8adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5808, "bytes_utf8": 5808, "lines": 168, "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": 1130, "bytes_utf8": 1130, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13730, "cached_input_tokens": 12032, "output_tokens": 1953, "reasoning_output_tokens": 1646}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80c113d297695a17f5694c713eda9078001d1b3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_8ff83c2f543fbaf7", + "api_calls": 0, + "input_tokens": 13730, + "cached_input_tokens": 12032, + "output_tokens": 1953, + "total_tokens": 15683, + "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": 29319.84, + "sql_execution_elapsed_ms_total": 3.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05934eefdb4c2a4958e6ddf77a705a2aedb3f16c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:00.543719+00:00", + "ended_at": "2026-05-19T15:56:29.863583+00:00", + "elapsed_ms": 29319.84, + "prompt_metrics": { + "chars": 5808, + "bytes_utf8": 5808, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1580, + "bytes_utf8": 1580, + "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": 1130, + "bytes_utf8": 1130, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13730, + "cached_input_tokens": 12032, + "output_tokens": 1953, + "reasoning_output_tokens": 1646 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b24920494e84ed4dc17c28ce038cc66cfafe271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22add618f2ec0f19f3620b290815a7621b6be9ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-81bf-79a2-8ddd-ec0eab5fba17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n CAST(\\\"angle_of_attack\\\" AS REAL) AS \\\"angle_of_attack_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ORDER BY CAST(\\\"angle_of_attack\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"angle_of_attack\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"angle_of_attack_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the template's percentile point in SQLite using the nearest-rank 95th percentile of \\\"angle_of_attack\\\" within each \\\"free_stream_velocity\\\" group, casting TEXT-stored numeric fields to REAL and keeping only groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13730,"cached_input_tokens":12032,"output_tokens":1953,"reasoning_output_tokens":1646}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaff121d43c64479245b8600742fd8b8e49ac791 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"free_stream_velocity\",\n CAST(\"angle_of_attack\" AS REAL) AS \"angle_of_attack_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"free_stream_velocity\"\n ORDER BY CAST(\"angle_of_attack\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"free_stream_velocity\"\n ) AS \"cnt\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"angle_of_attack\" IS NOT NULL\n)\nSELECT\n \"free_stream_velocity\",\n \"angle_of_attack_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(0.95 * \"cnt\" AS INTEGER)\n + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the template's percentile point in SQLite using the nearest-rank 95th percentile of \"angle_of_attack\" within each \"free_stream_velocity\" group, casting TEXT-stored numeric fields to REAL and keeping only groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_8ff83c2f543fbaf7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6beefb0be2f491056ab6b9e65ec6de3d46248bd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5607, "bytes_utf8": 5607, "lines": 166, "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": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13702, "cached_input_tokens": 12672, "output_tokens": 210, "reasoning_output_tokens": 112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a0a3073ebfc4ee415dfb8966c11fc6b673dd5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_9006ee98cb72549d", + "api_calls": 0, + "input_tokens": 13702, + "cached_input_tokens": 12672, + "output_tokens": 210, + "total_tokens": 13912, + "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": 8138.72, + "sql_execution_elapsed_ms_total": 0.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba8adc35980f39c87745bb001fe90a06f24efe1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/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": "2026-05-19T16:02:16.201180+00:00", + "ended_at": "2026-05-19T16:02:24.339925+00:00", + "elapsed_ms": 8138.72, + "prompt_metrics": { + "chars": 5607, + "bytes_utf8": 5607, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13702, + "cached_input_tokens": 12672, + "output_tokens": 210, + "reasoning_output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc4dc60808a56254dd2529c7b53392de33b2a1e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94945b51f1faee5a38ec7361df1f793e9f6719f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3d1e-78f3-a4bf-07ec60f18626"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 14;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"free_stream_velocity\\\", returning the 14 least-supported velocity groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13702,"cached_input_tokens":12672,"output_tokens":210,"reasoning_output_tokens":112}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62bfcf5fc03b12830b1e95ae342da7b87e56367a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS support\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY support ASC, \"free_stream_velocity\"\nLIMIT 14;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"free_stream_velocity\", returning the 14 least-supported velocity groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9006ee98cb72549d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7cebaf91afd05dc3dc873dd53a4cb4e571fd6e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5609, "bytes_utf8": 5609, "lines": 166, "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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13700, "cached_input_tokens": 12032, "output_tokens": 424, "reasoning_output_tokens": 325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2895baf2279bd2094c151a122c8b9466a2500143 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_91487ed6df141cbc", + "api_calls": 0, + "input_tokens": 13700, + "cached_input_tokens": 12032, + "output_tokens": 424, + "total_tokens": 14124, + "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": 10338.56, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03e2b42e5deba362f5151569e25026dcce54cdec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/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": "2026-05-19T16:02:24.343735+00:00", + "ended_at": "2026-05-19T16:02:34.682328+00:00", + "elapsed_ms": 10338.56, + "prompt_metrics": { + "chars": 5609, + "bytes_utf8": 5609, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 730, + "bytes_utf8": 730, + "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": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13700, + "cached_input_tokens": 12032, + "output_tokens": 424, + "reasoning_output_tokens": 325 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1efce1c8d469db67701beae6750896841e7d02b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1579996dd5c2752139ca3326c0fbfe18c093ca50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5cf9-77a2-b2af-09ce85d92b90"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"support\\\" ASC, \\\"free_stream_velocity\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Low-Support Group Count template with \\\"free_stream_velocity\\\" as the grouping column and 19 as the limit.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13700,"cached_input_tokens":12032,"output_tokens":424,"reasoning_output_tokens":325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29724fd64d8f71a629a368f1cc80bf9131397a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS \"support\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"support\" ASC, \"free_stream_velocity\"\nLIMIT 19;","notes":"Applied the Low-Support Group Count template with \"free_stream_velocity\" as the grouping column and 19 as the limit."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_91487ed6df141cbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1339cee0416be2a0b42b38a7f7efbb398f3ab96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5908, "bytes_utf8": 5908, "lines": 171, "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": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13761, "cached_input_tokens": 12672, "output_tokens": 398, "reasoning_output_tokens": 275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d92df9e4e3ec61601c085a7741b285c2a30825a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_92fd04559a864d65", + "api_calls": 0, + "input_tokens": 13761, + "cached_input_tokens": 12672, + "output_tokens": 398, + "total_tokens": 14159, + "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": 9599.13, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..246b3ab5bcd39d6a221d2fdcdab4c46e17cfb5ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:11.961718+00:00", + "ended_at": "2026-05-19T15:59:21.560876+00:00", + "elapsed_ms": 9599.13, + "prompt_metrics": { + "chars": 5908, + "bytes_utf8": 5908, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 857, + "bytes_utf8": 857, + "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": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13761, + "cached_input_tokens": 12672, + "output_tokens": 398, + "reasoning_output_tokens": 275 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba82631625de4a7c701e713ac19d3b75e8d2f500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..faa718124a520c24c1c9f5b3631f11d1492218b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6d5c-7453-b620-7cd24334373e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"sound_pressure_level\\\" = '126.540' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"free_stream_velocity\\\" and condition_col=\\\"sound_pressure_level\\\", measuring the within-group proportion of rows where the sound pressure level exactly matches '126.540'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13761,"cached_input_tokens":12672,"output_tokens":398,"reasoning_output_tokens":275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41e9d212504caba490c00cc79e7a9d98fd5b4ccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"sound_pressure_level\" = '126.540' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY condition_rate DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"free_stream_velocity\" and condition_col=\"sound_pressure_level\", measuring the within-group proportion of rows where the sound pressure level exactly matches '126.540'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_92fd04559a864d65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71e8f7c93f5fc3de1a81365b34e7c68303c7c6dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5824, "bytes_utf8": 5824, "lines": 168, "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": 2519, "bytes_utf8": 2519, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 2826, "reasoning_output_tokens": 2057}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5628a1205fd387edaec634efc2a11fc4d7101c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_94073eda293fac6b", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 2826, + "total_tokens": 16559, + "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": 45604.6, + "sql_execution_elapsed_ms_total": 6.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7478693c3386d17b9cf45cbf1272b095f7c06d70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:11.043070+00:00", + "ended_at": "2026-05-19T15:48:56.647690+00:00", + "elapsed_ms": 45604.6, + "prompt_metrics": { + "chars": 5824, + "bytes_utf8": 5824, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3185, + "bytes_utf8": 3185, + "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": 2519, + "bytes_utf8": 2519, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 2826, + "reasoning_output_tokens": 2057 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d4f31f89641610a3ae3740b75cb77e01983a01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..646883de3cd1ac20b758c84f923553824399333e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-57b3-72f2-af86-e4a9ca9472e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(\\\"free_stream_velocity\\\" AS REAL) AS \\\"free_stream_velocity\\\",\\n CAST(\\\"displacement_thickness\\\" AS REAL) AS \\\"displacement_thickness\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"displacement_thickness\\\" IS NOT NULL\\n AND TRIM(\\\"free_stream_velocity\\\") <> ''\\n AND TRIM(\\\"displacement_thickness\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n \\\"displacement_thickness\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ORDER BY \\\"displacement_thickness\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"target_rn\\\",\\n CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"floor_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"cnt\\\" - 1))) > CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n ELSE CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n END AS \\\"ceil_rn\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"free_stream_velocity\\\",\\n t.\\\"target_rn\\\",\\n t.\\\"floor_rn\\\",\\n t.\\\"ceil_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"floor_rn\\\" THEN o.\\\"displacement_thickness\\\" END) AS \\\"floor_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"ceil_rn\\\" THEN o.\\\"displacement_thickness\\\" END) AS \\\"ceil_val\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"free_stream_velocity\\\" = t.\\\"free_stream_velocity\\\"\\n GROUP BY\\n t.\\\"free_stream_velocity\\\",\\n t.\\\"target_rn\\\",\\n t.\\\"floor_rn\\\",\\n t.\\\"ceil_rn\\\"\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n CASE\\n WHEN \\\"floor_rn\\\" = \\\"ceil_rn\\\" THEN \\\"floor_val\\\"\\n ELSE \\\"floor_val\\\" + ((\\\"target_rn\\\" - \\\"floor_rn\\\") * (\\\"ceil_val\\\" - \\\"floor_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"free_stream_velocity\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile for \\\"displacement_thickness\\\" within each \\\"free_stream_velocity\\\" group using window functions and linear interpolation. Both fields are CAST to REAL because the schema stores numeric values as TEXT, and groups with fewer than 5 rows are excluded using the provided minimum group size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12672,"output_tokens":2826,"reasoning_output_tokens":2057}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2bead39679d739cb87887a5aa93200cfe7c5c54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(\"free_stream_velocity\" AS REAL) AS \"free_stream_velocity\",\n CAST(\"displacement_thickness\" AS REAL) AS \"displacement_thickness\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND \"displacement_thickness\" IS NOT NULL\n AND TRIM(\"free_stream_velocity\") <> ''\n AND TRIM(\"displacement_thickness\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"free_stream_velocity\",\n \"displacement_thickness\",\n ROW_NUMBER() OVER (\n PARTITION BY \"free_stream_velocity\"\n ORDER BY \"displacement_thickness\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"free_stream_velocity\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"free_stream_velocity\",\n \"cnt\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"target_rn\",\n CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) AS \"floor_rn\",\n CASE\n WHEN (1.0 + (0.9 * (\"cnt\" - 1))) > CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) + 1\n ELSE CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER)\n END AS \"ceil_rn\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n t.\"free_stream_velocity\",\n t.\"target_rn\",\n t.\"floor_rn\",\n t.\"ceil_rn\",\n MAX(CASE WHEN o.\"rn\" = t.\"floor_rn\" THEN o.\"displacement_thickness\" END) AS \"floor_val\",\n MAX(CASE WHEN o.\"rn\" = t.\"ceil_rn\" THEN o.\"displacement_thickness\" END) AS \"ceil_val\"\n FROM \"targets\" AS t\n JOIN \"ordered\" AS o\n ON o.\"free_stream_velocity\" = t.\"free_stream_velocity\"\n GROUP BY\n t.\"free_stream_velocity\",\n t.\"target_rn\",\n t.\"floor_rn\",\n t.\"ceil_rn\"\n)\nSELECT\n \"free_stream_velocity\",\n CASE\n WHEN \"floor_rn\" = \"ceil_rn\" THEN \"floor_val\"\n ELSE \"floor_val\" + ((\"target_rn\" - \"floor_rn\") * (\"ceil_val\" - \"floor_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"free_stream_velocity\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile for \"displacement_thickness\" within each \"free_stream_velocity\" group using window functions and linear interpolation. Both fields are CAST to REAL because the schema stores numeric values as TEXT, and groups with fewer than 5 rows are excluded using the provided minimum group size."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_94073eda293fac6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcf927d63fadc5da0797587f32fe2ec1b39b72a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5709, "bytes_utf8": 5709, "lines": 168, "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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13704, "cached_input_tokens": 12672, "output_tokens": 585, "reasoning_output_tokens": 475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74e5c98471def64121320cf421da24ddcc6c70b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_978edd8ea5cf7ea5", + "api_calls": 0, + "input_tokens": 13704, + "cached_input_tokens": 12672, + "output_tokens": 585, + "total_tokens": 14289, + "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": 12766.26, + "sql_execution_elapsed_ms_total": 6.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..279474f1a3ee929fc5d904f675e30ae3a1f434ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:23.944769+00:00", + "ended_at": "2026-05-19T15:40:36.711070+00:00", + "elapsed_ms": 12766.26, + "prompt_metrics": { + "chars": 5709, + "bytes_utf8": 5709, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "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": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13704, + "cached_input_tokens": 12672, + "output_tokens": 585, + "reasoning_output_tokens": 475 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b04f8927694589f68c4f6ef15ecd9a494639eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dfd4de7976c5443c52e4361b0cdf15bc77ec909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-3707-7e93-a140-b851e2d45c42"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"chord_length\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST to REAL is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13704,"cached_input_tokens":12672,"output_tokens":585,"reasoning_output_tokens":475}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc95174b65ec3e856b5ec33e5a9ea8767dc9fdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"chord_length\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the requested Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST to REAL is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_978edd8ea5cf7ea5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb56ef3f270939ea156e32ff003c361fa5550735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6464, "bytes_utf8": 6464, "lines": 171, "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": 774, "bytes_utf8": 774, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13908, "cached_input_tokens": 12032, "output_tokens": 494, "reasoning_output_tokens": 293}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61f74d3dd44657a1e1704ae774d1bd660924cd83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_9e8da538e48074a7", + "api_calls": 0, + "input_tokens": 13908, + "cached_input_tokens": 12032, + "output_tokens": 494, + "total_tokens": 14402, + "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": 11986.28, + "sql_execution_elapsed_ms_total": 0.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82e2c900fbb65a89a264c88eb46e846d1ae9561e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:17.404892+00:00", + "ended_at": "2026-05-19T15:38:29.391204+00:00", + "elapsed_ms": 11986.28, + "prompt_metrics": { + "chars": 6464, + "bytes_utf8": 6464, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1159, + "bytes_utf8": 1159, + "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": 774, + "bytes_utf8": 774, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13908, + "cached_input_tokens": 12032, + "output_tokens": 494, + "reasoning_output_tokens": 293 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f81052f602a321d888aaabfae7f9502ac39d0d6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8636a4f62ac574b0937927a31dbc048d9b486bae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-48c1-77c3-aec8-acf240ab0df3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\",\\n SUM(CASE WHEN \\\"sound_pressure_level\\\" = '126.540' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"sound_pressure_level\\\" = '127.315' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n)\\nSELECT \\\"free_stream_velocity\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the planned grouped-ratio template with free_stream_velocity as the grouping column and exact text matches on sound_pressure_level for positive_value 126.540 and negative_value 127.315.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13908,"cached_input_tokens":12032,"output_tokens":494,"reasoning_output_tokens":293}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..307da65e728bcb1429a02ec22eb1f0391185dfce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"free_stream_velocity\",\n SUM(CASE WHEN \"sound_pressure_level\" = '126.540' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"sound_pressure_level\" = '127.315' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n)\nSELECT \"free_stream_velocity\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM grouped\nORDER BY \"condition_ratio\" DESC;","notes":"Uses the planned grouped-ratio template with free_stream_velocity as the grouping column and exact text matches on sound_pressure_level for positive_value 126.540 and negative_value 127.315."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9e8da538e48074a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9ede8355feebb859/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9ede8355feebb859/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d22a4b531795cd1c3d04c92c8bf0f0778bf3f2bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9ede8355feebb859/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T15:56:29.870374+00:00", + "ended_at": "2026-05-19T15:56:37.437172+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_9ede8355feebb859", + "problem_id": "v2p_n2_b8055052ef813f42", + "dataset_id": "n2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9ede8355feebb859/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9ede8355feebb859/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d775e735b90bc5e3d055c61c19b980066b73514 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_9ede8355feebb859/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:32.984803+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3112.62, "started_at": "2026-05-19T15:56:29.871117+00:00", "ended_at": "2026-05-19T15:56:32.983765+00:00", "prompt_metrics": {"chars": 5803, "bytes_utf8": 5803, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-f446-7932-8caf-68b485706bea\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:56:37.437081+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3450.12, "started_at": "2026-05-19T15:56:33.986196+00:00", "ended_at": "2026-05-19T15:56:37.436364+00:00", "prompt_metrics": {"chars": 5803, "bytes_utf8": 5803, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-046a-7e51-8dca-eb5c9fa03a59\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f0ec39c502d7c7d30bda30901f43b2e7c18c7b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6046, "bytes_utf8": 6046, "lines": 170, "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": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13811, "cached_input_tokens": 12032, "output_tokens": 619, "reasoning_output_tokens": 432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b054a73487a6d8e709b45ae427cb7a90dd34fc25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_a0c7612a8861ee7d", + "api_calls": 0, + "input_tokens": 13811, + "cached_input_tokens": 12032, + "output_tokens": 619, + "total_tokens": 14430, + "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": 12219.62, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fc262422ea0d51cf8cc790e3752fb7e1edded08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:36.608999+00:00", + "ended_at": "2026-05-19T15:33:48.828652+00:00", + "elapsed_ms": 12219.62, + "prompt_metrics": { + "chars": 6046, + "bytes_utf8": 6046, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1115, + "bytes_utf8": 1115, + "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": 728, + "bytes_utf8": 728, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13811, + "cached_input_tokens": 12032, + "output_tokens": 619, + "reasoning_output_tokens": 432 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2856b55c3cdf65a5c9547ff2ad52563bdc568d2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "item_col": "sound_pressure_level", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4a56fe97411b214075685aad2433f051c0e6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-ffd7-7a51-9377-142841bb90bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"sound_pressure_level\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"angle_of_attack\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"sound_pressure_level\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"sound_pressure_level\\\", and measure_col=\\\"angle_of_attack\\\". Cast \\\"angle_of_attack\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13811,"cached_input_tokens":12032,"output_tokens":619,"reasoning_output_tokens":432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21585111782efd32a1f2bd16765ae7f58c785a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"sound_pressure_level\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS total_measure,\n SUM(CAST(\"angle_of_attack\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"angle_of_attack\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"sound_pressure_level\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"sound_pressure_level\", and measure_col=\"angle_of_attack\". Cast \"angle_of_attack\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a0c7612a8861ee7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa1af35f58145ff173cfe674ffedbb515d4af7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6178, "bytes_utf8": 6178, "lines": 168, "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": 681, "bytes_utf8": 681, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13829, "cached_input_tokens": 12672, "output_tokens": 522, "reasoning_output_tokens": 347}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41cdf39075fa1b74fb4d4d824da2772579a07ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_a488c0db8b93cd4c", + "api_calls": 0, + "input_tokens": 13829, + "cached_input_tokens": 12672, + "output_tokens": 522, + "total_tokens": 14351, + "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": 15065.37, + "sql_execution_elapsed_ms_total": 1.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3cae4ad78119fed9db5b65925a575952b5309fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:23.976770+00:00", + "ended_at": "2026-05-19T15:43:39.042167+00:00", + "elapsed_ms": 15065.37, + "prompt_metrics": { + "chars": 6178, + "bytes_utf8": 6178, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1052, + "bytes_utf8": 1052, + "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": 681, + "bytes_utf8": 681, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13829, + "cached_input_tokens": 12672, + "output_tokens": 522, + "reasoning_output_tokens": 347 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49eb29e5e54e771581f86e246ac5c6fe6ef394eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a29ecc10c4d8a1b3b65611547ebf9e2cc3ddbaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-f648-79b0-b245-2571ee78922a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST(\\\"chord_length\\\" AS REAL) is necessary because the numeric columns are stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13829,"cached_input_tokens":12672,"output_tokens":522,"reasoning_output_tokens":347}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5579a85dc7f4f23bf95d7ea1adeffdcc636f9c4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the required template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST(\"chord_length\" AS REAL) is necessary because the numeric columns are stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a488c0db8b93cd4c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a6820fb878f3ba96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a6820fb878f3ba96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9eca100a7af480afc3c188c036f512dabb0a7295 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a6820fb878f3ba96/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T16:04:59.292774+00:00", + "ended_at": "2026-05-19T16:05:08.186943+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_a6820fb878f3ba96", + "problem_id": "v2p_n2_cc3b6584d01fe851", + "dataset_id": "n2", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a6820fb878f3ba96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a6820fb878f3ba96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..952ac8394a93fe680abf9245573c2707f4578965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a6820fb878f3ba96/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:02.482349+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3187.99, "started_at": "2026-05-19T16:04:59.293618+00:00", "ended_at": "2026-05-19T16:05:02.481632+00:00", "prompt_metrics": {"chars": 5793, "bytes_utf8": 5793, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-ba30-72f2-bf79-83511b873096\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:08.186857+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4702.63, "started_at": "2026-05-19T16:05:03.483126+00:00", "ended_at": "2026-05-19T16:05:08.185784+00:00", "prompt_metrics": {"chars": 5793, "bytes_utf8": 5793, "lines": 168, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-ca80-7f20-80fc-f3c172c0df65\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a22834ae4b51efdadfda5eaa4685c4c1d7e95b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5730, "bytes_utf8": 5730, "lines": 168, "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": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13706, "cached_input_tokens": 12032, "output_tokens": 400, "reasoning_output_tokens": 288}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c894e1931a45166c01421f7a6d2f78ae2e33e3e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_a8d2e68dd76c94db", + "api_calls": 0, + "input_tokens": 13706, + "cached_input_tokens": 12032, + "output_tokens": 400, + "total_tokens": 14106, + "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": 9566.07, + "sql_execution_elapsed_ms_total": 4.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f84c4cd82e96b36006178f8fa4913bbfe3cc444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:06.345158+00:00", + "ended_at": "2026-05-19T15:41:15.911249+00:00", + "elapsed_ms": 9566.07, + "prompt_metrics": { + "chars": 5730, + "bytes_utf8": 5730, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "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": 470, + "bytes_utf8": 470, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13706, + "cached_input_tokens": 12032, + "output_tokens": 400, + "reasoning_output_tokens": 288 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6c881a0d283dd6af7cac4d1e8a7c40e463ce594 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cd60626b4874122d2241c74c786ee60af55bfa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-dcb4-7fa1-803c-96d4fa9d5e1b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"displacement_thickness\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13706,"cached_input_tokens":12032,"output_tokens":400,"reasoning_output_tokens":288}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ae57e4777b79a93ecca1b384db245e15d67df5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"displacement_thickness\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Uses the requested Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". CAST to REAL is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8d2e68dd76c94db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94ccea2ab61fdf71fdf5b772fd5fdd66bf8b4f4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5724, "bytes_utf8": 5724, "lines": 168, "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": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13703, "cached_input_tokens": 12672, "output_tokens": 406, "reasoning_output_tokens": 299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a1a1d5ef635544d97ed2c2c1cfd8f260efc5e3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_a8e37e12ccdfa225", + "api_calls": 0, + "input_tokens": 13703, + "cached_input_tokens": 12672, + "output_tokens": 406, + "total_tokens": 14109, + "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": 10285.53, + "sql_execution_elapsed_ms_total": 4.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0663861673d9af781cdf821edf67124d39c14aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:46.515234+00:00", + "ended_at": "2026-05-19T15:40:56.800789+00:00", + "elapsed_ms": 10285.53, + "prompt_metrics": { + "chars": 5724, + "bytes_utf8": 5724, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "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": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13703, + "cached_input_tokens": 12672, + "output_tokens": 406, + "reasoning_output_tokens": 299 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..198378add9cc33b148dab672ae7a933a6771663b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 55.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82e006df163fb9ca4d7e376199161d5290cb9fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-8f39-76f0-9b7c-d905e844a767"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"free_stream_velocity\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with both group_col and measure_col bound to \\\"free_stream_velocity\\\". CAST to REAL is used because the SQLite schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13703,"cached_input_tokens":12672,"output_tokens":406,"reasoning_output_tokens":299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42a9a29257e5083bddd05a2a1262364888b5dcfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"free_stream_velocity\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with both group_col and measure_col bound to \"free_stream_velocity\". CAST to REAL is used because the SQLite schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a8e37e12ccdfa225/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d19de816dcd578e95a4103ea2b930c514422dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5816, "bytes_utf8": 5816, "lines": 168, "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": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13740, "cached_input_tokens": 12032, "output_tokens": 447, "reasoning_output_tokens": 306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc661932bc7b6189781d046fbb96e2b65a0065f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_a9150491e17742e2", + "api_calls": 0, + "input_tokens": 13740, + "cached_input_tokens": 12032, + "output_tokens": 447, + "total_tokens": 14187, + "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": 11726.66, + "sql_execution_elapsed_ms_total": 1.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ef9508c84d6f2f9c90db629621dfba18def35fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:07.968882+00:00", + "ended_at": "2026-05-19T16:04:19.695570+00:00", + "elapsed_ms": 11726.66, + "prompt_metrics": { + "chars": 5816, + "bytes_utf8": 5816, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 926, + "bytes_utf8": 926, + "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": 554, + "bytes_utf8": 554, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13740, + "cached_input_tokens": 12032, + "output_tokens": 447, + "reasoning_output_tokens": 306 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b0b53395223f8ad2267817e2c79c34a404100dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0d57cd9b8f6a9b78ca3b36f29bbfa39f34d0585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-f1b6-73a0-b7a8-8a576f395205"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) > 0.01044\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Cast \\\"displacement_thickness\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13740,"cached_input_tokens":12032,"output_tokens":447,"reasoning_output_tokens":306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a19ca71e6a5163a591248be0af9adb01016f7576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"free_stream_velocity\", SUM(CAST(\"displacement_thickness\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"displacement_thickness\" AS REAL)) > 0.01044\nORDER BY \"total_measure\" DESC\nLIMIT 19;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Cast \"displacement_thickness\" to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9150491e17742e2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99e0bf73e9b9f9e116dae7726c6b152b61afe343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6201, "bytes_utf8": 6201, "lines": 168, "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": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13831, "cached_input_tokens": 12032, "output_tokens": 436, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59ca65b3a2c809814a21ceda26319b55a33d145a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_a9ba2e5fdf052e3a", + "api_calls": 0, + "input_tokens": 13831, + "cached_input_tokens": 12032, + "output_tokens": 436, + "total_tokens": 14267, + "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": 15609.62, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c973ba213240cb755af792f47f56fb79af0926ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:43.869972+00:00", + "ended_at": "2026-05-19T15:46:59.479621+00:00", + "elapsed_ms": 15609.62, + "prompt_metrics": { + "chars": 6201, + "bytes_utf8": 6201, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1428, + "bytes_utf8": 1428, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13831, + "cached_input_tokens": 12032, + "output_tokens": 436, + "reasoning_output_tokens": 258 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60b36389f3eb8a5b1f88991af396c641fd48cd8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56c692029e335c4685abad3333cc53ea9aafba73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-03a0-7180-b346-601dd6562dde"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14466. Please try again in 433ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". Cast \\\"displacement_thickness\\\" from TEXT to REAL for correct aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13831,"cached_input_tokens":12032,"output_tokens":436,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4dc6b5c9a3a9090b2b11eb10fa3ba03180385e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"displacement_thickness\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". Cast \"displacement_thickness\" from TEXT to REAL for correct aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_a9ba2e5fdf052e3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4550835ca9646cf50da23e7f0cd4e4188b48425a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5731, "bytes_utf8": 5731, "lines": 168, "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": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13706, "cached_input_tokens": 12032, "output_tokens": 676, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67e4d5b9ee2f0aa0c45a730b823e48e9386eed2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_aaf75ed7a18d4f33", + "api_calls": 0, + "input_tokens": 13706, + "cached_input_tokens": 12032, + "output_tokens": 676, + "total_tokens": 14382, + "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": 13712.07, + "sql_execution_elapsed_ms_total": 3.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ef200293981cb985e21af0d5de83e61a99a4e80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:05.493322+00:00", + "ended_at": "2026-05-19T15:39:19.205429+00:00", + "elapsed_ms": 13712.07, + "prompt_metrics": { + "chars": 5731, + "bytes_utf8": 5731, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1010, + "bytes_utf8": 1010, + "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": 625, + "bytes_utf8": 625, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13706, + "cached_input_tokens": 12032, + "output_tokens": 676, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8410ba16e461dfb58261dbaf67e1b2712d36da21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc27ebb2c830c6912f4d7117bbf1d1a3604be408 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-0484-7c51-b2d5-ab44eab27be1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"displacement_thickness\\\" AS REAL)) OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ) AS \\\"avg_measure\\\"\\nFROM \\\"n2\\\"\\nWHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND \\\"free_stream_velocity\\\" <> ''\\n AND \\\"displacement_thickness\\\" IS NOT NULL\\n AND \\\"displacement_thickness\\\" <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the Window Partition Average template with \\\"free_stream_velocity\\\" as the partition/group column and casts \\\"displacement_thickness\\\" from TEXT to REAL for SQLite averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13706,"cached_input_tokens":12032,"output_tokens":676,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48505e1895f87e3747b08e3edae2781388a5b28d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"displacement_thickness\" AS REAL)) OVER (\n PARTITION BY \"free_stream_velocity\"\n ) AS \"avg_measure\"\nFROM \"n2\"\nWHERE \"free_stream_velocity\" IS NOT NULL\n AND \"free_stream_velocity\" <> ''\n AND \"displacement_thickness\" IS NOT NULL\n AND \"displacement_thickness\" <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Uses the Window Partition Average template with \"free_stream_velocity\" as the partition/group column and casts \"displacement_thickness\" from TEXT to REAL for SQLite averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_aaf75ed7a18d4f33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd24c7b78d48a8c888ebda82827f6683c8ee79aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6041, "bytes_utf8": 6041, "lines": 170, "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": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13813, "cached_input_tokens": 12032, "output_tokens": 622, "reasoning_output_tokens": 439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6baece3bb1df20c60e7a4893b8d5dc1f563d3e02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_abdafb1c246f676e", + "api_calls": 0, + "input_tokens": 13813, + "cached_input_tokens": 12032, + "output_tokens": 622, + "total_tokens": 14435, + "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": 11844.6, + "sql_execution_elapsed_ms_total": 3.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..892ffa512d7dcaded3c656a79d10d8e1f1c2a360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:13.540305+00:00", + "ended_at": "2026-05-19T15:36:25.384944+00:00", + "elapsed_ms": 11844.6, + "prompt_metrics": { + "chars": 6041, + "bytes_utf8": 6041, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1066, + "bytes_utf8": 1066, + "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": 683, + "bytes_utf8": 683, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13813, + "cached_input_tokens": 12032, + "output_tokens": 622, + "reasoning_output_tokens": 439 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d670525d331a15b5e531b4914202283491d1ef57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "item_col": "angle_of_attack", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53b0505aafaa5f80a2ceb474099e79ce4e860cf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-64ef-7213-bb55-cb99ea1414b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"angle_of_attack\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"chord_length\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"angle_of_attack\\\", and measure_col=\\\"chord_length\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13813,"cached_input_tokens":12032,"output_tokens":622,"reasoning_output_tokens":439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba3db8c70e1b4be6fddf353ec0561a2c7f22d811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"angle_of_attack\",\n SUM(CAST(\"chord_length\" AS REAL)) AS total_measure,\n SUM(CAST(\"chord_length\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"chord_length\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"angle_of_attack\", and measure_col=\"chord_length\". CAST to REAL is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_abdafb1c246f676e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9767cfbf1dc6710576baf579043f0856856a3e82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6040, "bytes_utf8": 6040, "lines": 170, "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": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13809, "cached_input_tokens": 12032, "output_tokens": 486, "reasoning_output_tokens": 320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66cc60d26e4e310b130145d00ebd3a021f0566d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_acb4d85fbb6dd647", + "api_calls": 0, + "input_tokens": 13809, + "cached_input_tokens": 12032, + "output_tokens": 486, + "total_tokens": 14295, + "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": 16005.17, + "sql_execution_elapsed_ms_total": 4.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe992fe366be7b13aeb3f83fd182df00d2f83d48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:11.524877+00:00", + "ended_at": "2026-05-19T15:35:27.530073+00:00", + "elapsed_ms": 16005.17, + "prompt_metrics": { + "chars": 6040, + "bytes_utf8": 6040, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1060, + "bytes_utf8": 1060, + "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": 680, + "bytes_utf8": 680, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13809, + "cached_input_tokens": 12032, + "output_tokens": 486, + "reasoning_output_tokens": 320 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42ab604e23757f3ceb544336e90f512459547d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "item_col": "sound_pressure_level", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adf7b3cfeb117a9a0084392457dbacd2edadc9a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-72af-7fd1-9c16-4273812fc5f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"sound_pressure_level\\\",\\n SUM(CAST(\\\"frequency\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"frequency\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"frequency\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"sound_pressure_level\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template bindings exactly: group_col=\\\"free_stream_velocity\\\", item_col=\\\"sound_pressure_level\\\", measure_col=\\\"frequency\\\". CAST to REAL is necessary because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13809,"cached_input_tokens":12032,"output_tokens":486,"reasoning_output_tokens":320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1294ffb309a35b87adac1bb1101e4443f2a7918b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"sound_pressure_level\",\n SUM(CAST(\"frequency\" AS REAL)) AS total_measure,\n SUM(CAST(\"frequency\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"frequency\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"sound_pressure_level\"\nORDER BY share_within_group DESC;","notes":"Used the required template bindings exactly: group_col=\"free_stream_velocity\", item_col=\"sound_pressure_level\", measure_col=\"frequency\". CAST to REAL is necessary because the SQLite schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_acb4d85fbb6dd647/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a27acf6f57d913edf3c3750dcf1c97390d5357c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5795, "bytes_utf8": 5795, "lines": 168, "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": 2147, "bytes_utf8": 2147, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13727, "cached_input_tokens": 12672, "output_tokens": 4570, "reasoning_output_tokens": 3883}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74e3ad8dfacb242c08fca79b3769dd38fb869c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_ad1783faf3c1cf2e", + "api_calls": 0, + "input_tokens": 13727, + "cached_input_tokens": 12672, + "output_tokens": 4570, + "total_tokens": 18297, + "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": 60210.72, + "sql_execution_elapsed_ms_total": 6.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ca81d17cd6547c18bcb6cdf7a91d5777d36bdab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:56.657609+00:00", + "ended_at": "2026-05-19T15:49:56.868352+00:00", + "elapsed_ms": 60210.72, + "prompt_metrics": { + "chars": 5795, + "bytes_utf8": 5795, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2793, + "bytes_utf8": 2793, + "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": 2147, + "bytes_utf8": 2147, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13727, + "cached_input_tokens": 12672, + "output_tokens": 4570, + "reasoning_output_tokens": 3883 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1df23a41e1a400e0751967fde0c05b507464d01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..537e19bdba8f9a84f4fbea4ee40de651912479c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-09f3-7c21-b963-03b6e9789b17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n CAST(\\\"frequency\\\" AS REAL) AS \\\"frequency_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ORDER BY CAST(\\\"frequency\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"free_stream_velocity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n2\\\"\\n WHERE \\\"free_stream_velocity\\\" IS NOT NULL\\n AND TRIM(\\\"free_stream_velocity\\\") <> ''\\n AND \\\"frequency\\\" IS NOT NULL\\n AND TRIM(\\\"frequency\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"free_stream_velocity\\\",\\n p.\\\"cnt\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"frequency_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"frequency_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"free_stream_velocity\\\" = p.\\\"free_stream_velocity\\\"\\n GROUP BY\\n p.\\\"free_stream_velocity\\\",\\n p.\\\"cnt\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates PERCENTILE_CONT(0.9) in SQLite by casting \\\"frequency\\\" to REAL, computing rank positions within each \\\"free_stream_velocity\\\" group, linearly interpolating between the bounding rows, and excluding groups with fewer than 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13727,"cached_input_tokens":12672,"output_tokens":4570,"reasoning_output_tokens":3883}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fe9e593b7fd6bcbb00aa9879b2d7306a5b49884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"free_stream_velocity\",\n CAST(\"frequency\" AS REAL) AS \"frequency_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"free_stream_velocity\"\n ORDER BY CAST(\"frequency\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"free_stream_velocity\"\n ) AS \"cnt\"\n FROM \"n2\"\n WHERE \"free_stream_velocity\" IS NOT NULL\n AND TRIM(\"free_stream_velocity\") <> ''\n AND \"frequency\" IS NOT NULL\n AND TRIM(\"frequency\") <> ''\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"free_stream_velocity\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n p.\"free_stream_velocity\",\n p.\"cnt\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"frequency_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"frequency_value\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ranked\" AS r\n ON r.\"free_stream_velocity\" = p.\"free_stream_velocity\"\n GROUP BY\n p.\"free_stream_velocity\",\n p.\"cnt\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"free_stream_velocity\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates PERCENTILE_CONT(0.9) in SQLite by casting \"frequency\" to REAL, computing rank positions within each \"free_stream_velocity\" group, linearly interpolating between the bounding rows, and excluding groups with fewer than 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ad1783faf3c1cf2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..581b4d63d671921d7d08a09f84cd63b63029ba22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:02.445272+00:00", + "ended_at": "2026-05-19T16:00:05.382038+00:00", + "elapsed_ms": 2936.74, + "returncode": 1, + "prompt_metrics": { + "chars": 5539, + "bytes_utf8": 5539, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..846fdcccab0542662696a45fa1ea38e830bd0051 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:06.383929+00:00", + "ended_at": "2026-05-19T16:00:09.633155+00:00", + "elapsed_ms": 3249.18, + "returncode": 1, + "prompt_metrics": { + "chars": 5539, + "bytes_utf8": 5539, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b361974b11e4ec3e5a5e9fb5785047a8cb61794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=angle_of_attack.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "angle_of_attack", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b361974b11e4ec3e5a5e9fb5785047a8cb61794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=angle_of_attack.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "angle_of_attack", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6daa5de92014d3db5216e51de44409ca43b9f003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-328e-72b3-a028-c7d74e228b3a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..539d4ca2897652c0e60c092c8ee4e15863bbea36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-328e-72b3-a028-c7d74e228b3a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..258a4a3829c168dc4088e88bce30c98784cd148d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-4218-7890-88af-a5b06e0500b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..48368672f12642247192e48b0babca4f87af52ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-4218-7890-88af-a5b06e0500b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ae67a6b7fe79330b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20fe2a0be988f5d3629671ec2e1e0e1a92d8b556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5526, "bytes_utf8": 5526, "lines": 166, "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": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13664, "cached_input_tokens": 12672, "output_tokens": 356, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..237f9bdda4db86c842b3aa5fbef79a4fac628ab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_b1eecdd093907834", + "api_calls": 0, + "input_tokens": 13664, + "cached_input_tokens": 12672, + "output_tokens": 356, + "total_tokens": 14020, + "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": 12439.8, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7617a47986cc7576a07b31799d328de819d9eb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:59.192934+00:00", + "ended_at": "2026-05-19T15:31:11.632774+00:00", + "elapsed_ms": 12439.8, + "prompt_metrics": { + "chars": 5526, + "bytes_utf8": 5526, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "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": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13664, + "cached_input_tokens": 12672, + "output_tokens": 356, + "reasoning_output_tokens": 276 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e563eaf536219c0fd74dc8663800b80289cbdcc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3775132a7d761dc8195f31146381b4fa6a556608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-98fc-7a72-8dbb-3c1817a1b644"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"free_stream_velocity\\\", COUNT(*) AS row_count\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the planned grouped-count template using \\\"free_stream_velocity\\\" as the subgroup column to inspect count distribution across velocity conditions.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13664,"cached_input_tokens":12672,"output_tokens":356,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cee578a9a876d1f083108e66336363475d686f42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"free_stream_velocity\", COUNT(*) AS row_count\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY row_count DESC;","notes":"Applies the planned grouped-count template using \"free_stream_velocity\" as the subgroup column to inspect count distribution across velocity conditions."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b1eecdd093907834/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5518bb158a1afdd7b4388ed4fa05aa40b6096db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity. +Result preview: [{"free_stream_velocity": "55.5", "support": 277}, {"free_stream_velocity": "31.7", "support": 281}, {"free_stream_velocity": "71.3", "support": 465}, {"free_stream_velocity": "39.6", "support": 480}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0ded6fb44967a42fb856c4bf57aae7c850e02e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n2_b29a2e183a1a5640 +-- problem_id: v2p_n2_fa0646bb67c4c615 +-- realization_mode: agent +-- source_kind: agent +SELECT + "free_stream_velocity", + COUNT(*) AS support +FROM "n2" +GROUP BY "free_stream_velocity" +ORDER BY support ASC, "free_stream_velocity" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87d74e7f1e31e6610b8c20e7e7f663cac8b8ab45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS support\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY support ASC, \"free_stream_velocity\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 11;\", \"columns\": [\"free_stream_velocity\", \"support\"], \"rows\": [{\"free_stream_velocity\": \"55.5\", \"support\": 277}, {\"free_stream_velocity\": \"31.7\", \"support\": 281}, {\"free_stream_velocity\": \"71.3\", \"support\": 465}, {\"free_stream_velocity\": \"39.6\", \"support\": 480}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a19604eee2163d85a9c45c9bbdc3eba7c2dc19f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T16:01:15.687274+00:00", + "ended_at": "2026-05-19T16:01:32.390909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_b29a2e183a1a5640", + "problem_id": "v2p_n2_fa0646bb67c4c615", + "dataset_id": "n2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_b29a2e183a1a5640.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_b29a2e183a1a5640", + "api_calls": 0, + "input_tokens": 13698, + "cached_input_tokens": 12032, + "output_tokens": 285, + "total_tokens": 13983, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15695.09, + "sql_execution_elapsed_ms_total": 1.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90546d0bf07ad92960bd1b4cc1b6fe51dfae0151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:23.562469+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7873.75, "started_at": "2026-05-19T16:01:15.687945+00:00", "ended_at": "2026-05-19T16:01:23.561721+00:00", "prompt_metrics": {"chars": 5602, "bytes_utf8": 5602, "lines": 166, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-50ab-7710-8777-23ff680a5e3b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:32.386116+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7821.34, "started_at": "2026-05-19T16:01:24.563285+00:00", "ended_at": "2026-05-19T16:01:32.384661+00:00", "prompt_metrics": {"chars": 5602, "bytes_utf8": 5602, "lines": 166, "estimated_tokens": null}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13698, "cached_input_tokens": 12032, "output_tokens": 285, "reasoning_output_tokens": 185}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 11;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to free_stream_velocity, returning the 11 velocity groups with the smallest row support.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ebda403215db47c59350a2d21a55c427e5e694be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_b29a2e183a1a5640", + "api_calls": 0, + "input_tokens": 13698, + "cached_input_tokens": 12032, + "output_tokens": 285, + "total_tokens": 13983, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15695.09, + "sql_execution_elapsed_ms_total": 1.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b29a2e183a1a5640/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f59a7bc010cfa919ceea40b35c91041dd65dfd1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6451, "bytes_utf8": 6451, "lines": 171, "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": 751, "bytes_utf8": 751, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13907, "cached_input_tokens": 12032, "output_tokens": 466, "reasoning_output_tokens": 272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9f4daa111b1a92b60bbbcb8eb6311873c1e4eaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_b2a80bba648b693b", + "api_calls": 0, + "input_tokens": 13907, + "cached_input_tokens": 12032, + "output_tokens": 466, + "total_tokens": 14373, + "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": 12105.51, + "sql_execution_elapsed_ms_total": 1.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96f7ab24907d4ee57e0e309c051e6c8e1352ae51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:05.290722+00:00", + "ended_at": "2026-05-19T15:38:17.396263+00:00", + "elapsed_ms": 12105.51, + "prompt_metrics": { + "chars": 6451, + "bytes_utf8": 6451, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1116, + "bytes_utf8": 1116, + "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": 751, + "bytes_utf8": 751, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13907, + "cached_input_tokens": 12032, + "output_tokens": 466, + "reasoning_output_tokens": 272 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2b103be58e18c6459f164ddcac2b3c1a9a2c692 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "39.6", + "positive_value": "39.6", + "negative_value": "71.3", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9726aacbae115788cdb520b3609eedb958c63e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-1997-7562-ac26-cd2246009224"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\",\\n SUM(CASE WHEN \\\"free_stream_velocity\\\" = '39.6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"free_stream_velocity\\\" = '71.3' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n)\\nSELECT \\\"free_stream_velocity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template with both group_col and condition_col bound to \\\"free_stream_velocity\\\", using '39.6' as the numerator condition and '71.3' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13907,"cached_input_tokens":12032,"output_tokens":466,"reasoning_output_tokens":272}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45cf857732b96faa17feebc359dd96eaffef90ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"free_stream_velocity\",\n SUM(CASE WHEN \"free_stream_velocity\" = '39.6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"free_stream_velocity\" = '71.3' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n)\nSELECT \"free_stream_velocity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped-ratio template with both group_col and condition_col bound to \"free_stream_velocity\", using '39.6' as the numerator condition and '71.3' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b2a80bba648b693b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a5c93766b0cc1ede96d1c648360534d11655d0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5607, "bytes_utf8": 5607, "lines": 166, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5607, "bytes_utf8": 5607, "lines": 166, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13700, "cached_input_tokens": 12032, "output_tokens": 312, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edfdebe75f687223cd3b4e578aadb361913ef7f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_b720bbcdc9ddeb0a", + "api_calls": 0, + "input_tokens": 13700, + "cached_input_tokens": 12032, + "output_tokens": 312, + "total_tokens": 14012, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11746.21, + "sql_execution_elapsed_ms_total": 0.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc3b29174bed59ca2b04ebd1c9ec6e9da0ca105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/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": "2026-05-19T16:01:47.173669+00:00", + "ended_at": "2026-05-19T16:01:50.267052+00:00", + "elapsed_ms": 3093.36, + "returncode": 1, + "prompt_metrics": { + "chars": 5607, + "bytes_utf8": 5607, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46594e08d5bc8e9ce0e79db175709a4fca994126 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:51.268669+00:00", + "ended_at": "2026-05-19T16:01:59.921558+00:00", + "elapsed_ms": 8652.85, + "prompt_metrics": { + "chars": 5607, + "bytes_utf8": 5607, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "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": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13700, + "cached_input_tokens": 12032, + "output_tokens": 312, + "reasoning_output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc9f38092225fc899b23724b62271e66e8574954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc9f38092225fc899b23724b62271e66e8574954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "free_stream_velocity", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ab499bc4410ce92e84aeaef632957ed1a61a45a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cb9d-7d53-a36f-55828e818f74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0bf6aa489e50018820ac4846e3fb7de7fbf8551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cb9d-7d53-a36f-55828e818f74"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..549538a5826ed5906f5ea878d8bb411a933e40fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-dba4-7ea2-b927-69e780563175"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS support\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY support ASC, \\\"free_stream_velocity\\\"\\nLIMIT 17;\",\"notes\":\"Uses the planned Low-Support Group Count template to count rows per \\\"free_stream_velocity\\\" value and return the 17 groups with the smallest support.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13700,"cached_input_tokens":12032,"output_tokens":312,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdb03117e4a539bf79be7c75e5ab95c16042fdb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS support\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY support ASC, \"free_stream_velocity\"\nLIMIT 17;","notes":"Uses the planned Low-Support Group Count template to count rows per \"free_stream_velocity\" value and return the 17 groups with the smallest support."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_b720bbcdc9ddeb0a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af6c2ab84468cfe3710b544eeb1edb33aaf1f055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6059, "bytes_utf8": 6059, "lines": 170, "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": 697, "bytes_utf8": 697, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13814, "cached_input_tokens": 12032, "output_tokens": 647, "reasoning_output_tokens": 466}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8db8e8d1c616022a0abf2f428859561be2555d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_bcc898ecf6188da1", + "api_calls": 0, + "input_tokens": 13814, + "cached_input_tokens": 12032, + "output_tokens": 647, + "total_tokens": 14461, + "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": 17598.53, + "sql_execution_elapsed_ms_total": 1.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06f1e88acdb5d389d272f5595261a9e3427bcb84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:32.682297+00:00", + "ended_at": "2026-05-19T15:32:50.280855+00:00", + "elapsed_ms": 17598.53, + "prompt_metrics": { + "chars": 6059, + "bytes_utf8": 6059, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1413, + "bytes_utf8": 1413, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 697, + "bytes_utf8": 697, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13814, + "cached_input_tokens": 12032, + "output_tokens": 647, + "reasoning_output_tokens": 466 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f43e0e30cd8e1a58accfaa7c9172ef4483a73c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "item_col": "angle_of_attack", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64cd909414c618b3c8a649841fe8f254360b0667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-0659-7e82-9753-26a0967e6740"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14449. Please try again in 433ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"free_stream_velocity\\\",\\n \\\"angle_of_attack\\\",\\n SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"displacement_thickness\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the required template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"angle_of_attack\\\", and measure_col=\\\"displacement_thickness\\\". The measure column is cast from TEXT to REAL for correct SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13814,"cached_input_tokens":12032,"output_tokens":647,"reasoning_output_tokens":466}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd7f9c9b4830fb49a84c22a180ef5fef2d7bb30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"free_stream_velocity\",\n \"angle_of_attack\",\n SUM(CAST(\"displacement_thickness\" AS REAL)) AS total_measure,\n SUM(CAST(\"displacement_thickness\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"displacement_thickness\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Uses the required template with group_col=\"free_stream_velocity\", item_col=\"angle_of_attack\", and measure_col=\"displacement_thickness\". The measure column is cast from TEXT to REAL for correct SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bcc898ecf6188da1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a485f578cc3fdcf404c6d14a09e1bacb3677702f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5902, "bytes_utf8": 5902, "lines": 171, "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": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13759, "cached_input_tokens": 12032, "output_tokens": 641, "reasoning_output_tokens": 511}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0af9d16d1ae090bc4e0120c0b8b0547cd276b26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_be29cfb9431d4d82", + "api_calls": 0, + "input_tokens": 13759, + "cached_input_tokens": 12032, + "output_tokens": 641, + "total_tokens": 14400, + "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": 13832.62, + "sql_execution_elapsed_ms_total": 1.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd002523657c3e78065050331ddf3168f06dd7ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:15.652644+00:00", + "ended_at": "2026-05-19T15:57:29.485292+00:00", + "elapsed_ms": 13832.62, + "prompt_metrics": { + "chars": 5902, + "bytes_utf8": 5902, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 867, + "bytes_utf8": 867, + "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": 511, + "bytes_utf8": 511, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13759, + "cached_input_tokens": 12032, + "output_tokens": 641, + "reasoning_output_tokens": 511 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dae55642551d8d3bf1e962910a993a8ce485be6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "127.315", + "positive_value": "126.540", + "negative_value": "127.315", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..624ab14a3803cba558518592ed125156ff730392 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-a710-7540-8e8d-9192979294c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN CAST(\\\"sound_pressure_level\\\" AS REAL) = 127.315 THEN 1.0 ELSE 0.0 END) AS condition_rate\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"free_stream_velocity\\\" and condition_col=\\\"sound_pressure_level\\\". CAST is applied because the SQLite columns are stored as TEXT while the condition value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13759,"cached_input_tokens":12032,"output_tokens":641,"reasoning_output_tokens":511}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..208a69ac06ae536f1f61ca626c87998fd14a26e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"free_stream_velocity\",\n AVG(CASE WHEN CAST(\"sound_pressure_level\" AS REAL) = 127.315 THEN 1.0 ELSE 0.0 END) AS condition_rate\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY condition_rate DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"free_stream_velocity\" and condition_col=\"sound_pressure_level\". CAST is applied because the SQLite columns are stored as TEXT while the condition value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_be29cfb9431d4d82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fdee14d2a73b219e71c04098f2549e47b942d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6181, "bytes_utf8": 6181, "lines": 168, "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": 793, "bytes_utf8": 793, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13828, "cached_input_tokens": 12672, "output_tokens": 622, "reasoning_output_tokens": 407}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f3234816ff47534e556fe436da897ed4677dc65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_bf2ef2176488c375", + "api_calls": 0, + "input_tokens": 13828, + "cached_input_tokens": 12672, + "output_tokens": 622, + "total_tokens": 14450, + "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": 14668.74, + "sql_execution_elapsed_ms_total": 1.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3e43ca5fb5e5084b11a966dcdbae0c04fb241ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:11.935044+00:00", + "ended_at": "2026-05-19T15:45:26.603818+00:00", + "elapsed_ms": 14668.74, + "prompt_metrics": { + "chars": 6181, + "bytes_utf8": 6181, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1217, + "bytes_utf8": 1217, + "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": 793, + "bytes_utf8": 793, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13828, + "cached_input_tokens": 12672, + "output_tokens": 622, + "reasoning_output_tokens": 407 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..733514bf53a8b211e89e25b87688e4ba2ee94195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..264f97c03e18a2123223f7edea02b5b1c79ae6ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-9c04-7732-8765-df253d22d0e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"free_stream_velocity\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the required Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". CAST(\\\"angle_of_attack\\\" AS REAL) is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13828,"cached_input_tokens":12672,"output_tokens":622,"reasoning_output_tokens":407}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68289d18fd9f5bdf9d211cec93ec4ebfd8a9009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS \"group_value\"\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"free_stream_velocity\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Used the required Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"angle_of_attack\". CAST(\"angle_of_attack\" AS REAL) is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_bf2ef2176488c375/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d11512ac73a992429d94d7fba3d1fd122aff4c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6181, "bytes_utf8": 6181, "lines": 168, "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": 674, "bytes_utf8": 674, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13831, "cached_input_tokens": 12672, "output_tokens": 490, "reasoning_output_tokens": 318}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..425dc53a7d46312e4daa1d30417623c80644a4eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_c643c423764e185b", + "api_calls": 0, + "input_tokens": 13831, + "cached_input_tokens": 12672, + "output_tokens": 490, + "total_tokens": 14321, + "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": 11314.79, + "sql_execution_elapsed_ms_total": 2.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18ab2db0acc22b34126e88bd908652dda0394ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:39.048540+00:00", + "ended_at": "2026-05-19T15:43:50.363362+00:00", + "elapsed_ms": 11314.79, + "prompt_metrics": { + "chars": 6181, + "bytes_utf8": 6181, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1041, + "bytes_utf8": 1041, + "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": 674, + "bytes_utf8": 674, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13831, + "cached_input_tokens": 12672, + "output_tokens": 490, + "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_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09c258847c6fbcd0a48a55db89ab793119ec1948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf6bcb15cb487b7a062d2f8ceb3a082e4126ace7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-3147-7102-b69e-661812399d0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Numeric aggregation is done with CAST(... AS REAL) because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13831,"cached_input_tokens":12672,"output_tokens":490,"reasoning_output_tokens":318}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8921796b4b23eac583d6af613a97610001e2cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the required template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". Numeric aggregation is done with CAST(... AS REAL) because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c643c423764e185b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df83a4632476d3c81a3a2d5a8c9fc364fea0ecfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity. +Result preview: [{"free_stream_velocity": "55.5", "support": 277}, {"free_stream_velocity": "31.7", "support": 281}, {"free_stream_velocity": "71.3", "support": 465}, {"free_stream_velocity": "39.6", "support": 480}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d64c35b7a6fdcb093fb30d3644042a79a20d699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n2_c9989428173534ee +-- problem_id: v2p_n2_ee5d139f74e9a461 +-- realization_mode: agent +-- source_kind: agent +SELECT + "free_stream_velocity", + COUNT(*) AS "support" +FROM "n2" +GROUP BY "free_stream_velocity" +ORDER BY "support" ASC, "free_stream_velocity" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8f3b43fd353e9e87878c17088f261e202f53484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"free_stream_velocity\",\n COUNT(*) AS \"support\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"support\" ASC, \"free_stream_velocity\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"support\\\" ASC, \\\"free_stream_velocity\\\"\\nLIMIT 15;\", \"columns\": [\"free_stream_velocity\", \"support\"], \"rows\": [{\"free_stream_velocity\": \"55.5\", \"support\": 277}, {\"free_stream_velocity\": \"31.7\", \"support\": 281}, {\"free_stream_velocity\": \"71.3\", \"support\": 465}, {\"free_stream_velocity\": \"39.6\", \"support\": 480}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..041bba7698a032268cc60341b12158773787d8cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n2", + "started_at": "2026-05-19T16:01:03.104944+00:00", + "ended_at": "2026-05-19T16:01:15.686724+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n2_c9989428173534ee", + "problem_id": "v2p_n2_ee5d139f74e9a461", + "dataset_id": "n2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=free_stream_velocity.", + "bindings": { + "group_col": "free_stream_velocity", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/sql/v2q_n2_c9989428173534ee.sql", + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_c9989428173534ee", + "api_calls": 0, + "input_tokens": 13700, + "cached_input_tokens": 12032, + "output_tokens": 289, + "total_tokens": 13989, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11576.01, + "sql_execution_elapsed_ms_total": 0.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d99decbb2bfd9022238adead07d80c43f8c2aeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:06.225324+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3118.8, "started_at": "2026-05-19T16:01:03.105807+00:00", "ended_at": "2026-05-19T16:01:06.224634+00:00", "prompt_metrics": {"chars": 5607, "bytes_utf8": 5607, "lines": 166, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-1f8a-74c1-8650-a5114828d8d2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:15.684939+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8457.21, "started_at": "2026-05-19T16:01:07.226978+00:00", "ended_at": "2026-05-19T16:01:15.684253+00:00", "prompt_metrics": {"chars": 5607, "bytes_utf8": 5607, "lines": 166, "estimated_tokens": null}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13700, "cached_input_tokens": 12032, "output_tokens": 289, "reasoning_output_tokens": 190}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"free_stream_velocity\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"support\\\" ASC, \\\"free_stream_velocity\\\"\\nLIMIT 15;\",\"notes\":\"Applies the Low-Support Group Count template to count rows per free_stream_velocity and return the 15 lowest-support groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a1960ee1561321dd83a104973e10c296249cc8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_c9989428173534ee", + "api_calls": 0, + "input_tokens": 13700, + "cached_input_tokens": 12032, + "output_tokens": 289, + "total_tokens": 13989, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11576.01, + "sql_execution_elapsed_ms_total": 0.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_c9989428173534ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec44d5bbf47a32debbf14b55c243915531b98174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5732, "bytes_utf8": 5732, "lines": 168, "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": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13707, "cached_input_tokens": 12672, "output_tokens": 430, "reasoning_output_tokens": 320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f59b2e41f8e48473404382242acbe5e692458783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_ccfb16104f80849a", + "api_calls": 0, + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 430, + "total_tokens": 14137, + "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": 9523.66, + "sql_execution_elapsed_ms_total": 4.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f42b631ab9ecbbae3c5312ad87a7f5bee560ee75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:56.812273+00:00", + "ended_at": "2026-05-19T15:41:06.335964+00:00", + "elapsed_ms": 9523.66, + "prompt_metrics": { + "chars": 5732, + "bytes_utf8": 5732, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "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": 472, + "bytes_utf8": 472, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 430, + "reasoning_output_tokens": 320 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11049bf2b0d65fb1012147dde848a9bbbe72727b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6e008666c7a2faa5089c078d2ae356e16c29b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-b77d-7360-98c4-7215d7218189"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"displacement_thickness\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". CAST to REAL is required because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13707,"cached_input_tokens":12672,"output_tokens":430,"reasoning_output_tokens":320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e00897d74da66d31ed68ae02188ed234fb45e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"displacement_thickness\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". CAST to REAL is required because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ccfb16104f80849a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfda81881ba6de9cbb6a74d47b744cd3f2249a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5619, "bytes_utf8": 5619, "lines": 168, "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": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13689, "cached_input_tokens": 4480, "output_tokens": 361, "reasoning_output_tokens": 261}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58196d610f5dacd9f4634cf7391bcf3c95fc5323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_cd1d80fc70bb7bb4", + "api_calls": 0, + "input_tokens": 13689, + "cached_input_tokens": 4480, + "output_tokens": 361, + "total_tokens": 14050, + "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": 9245.91, + "sql_execution_elapsed_ms_total": 0.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ab4b89c5e63b22bc0d7a4a067b627441133d3db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:29.108244+00:00", + "ended_at": "2026-05-19T15:28:38.354171+00:00", + "elapsed_ms": 9245.91, + "prompt_metrics": { + "chars": 5619, + "bytes_utf8": 5619, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "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": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13689, + "cached_input_tokens": 4480, + "output_tokens": 361, + "reasoning_output_tokens": 261 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ff80b7ca6ad3d729f381545cb2e2d621a63f3a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48b18176aa361dd948a864e1483429d6c1bf2cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-4ebf-7430-a64c-ad887dec8a66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"frequency\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with \\\"free_stream_velocity\\\" as the group column and summed \\\"frequency\\\" after casting it to REAL because the dataset schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13689,"cached_input_tokens":4480,"output_tokens":361,"reasoning_output_tokens":261}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45133ba6c7a10a736ed5f0e0515701ef1dadbd9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"frequency\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with \"free_stream_velocity\" as the group column and summed \"frequency\" after casting it to REAL because the dataset schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cd1d80fc70bb7bb4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5fc46550612022fae77c310389a2f5cc857f5d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:07.825652+00:00", + "ended_at": "2026-05-19T15:57:11.014878+00:00", + "elapsed_ms": 3189.2, + "returncode": 1, + "prompt_metrics": { + "chars": 5905, + "bytes_utf8": 5905, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75f388d0407e34baf391446d00512284b6ae20a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/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": "2026-05-19T15:57:12.016652+00:00", + "ended_at": "2026-05-19T15:57:15.650161+00:00", + "elapsed_ms": 3633.47, + "returncode": 1, + "prompt_metrics": { + "chars": 5905, + "bytes_utf8": 5905, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4c784435ed96c5a6be52752d41465b0027e2ed6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4c784435ed96c5a6be52752d41465b0027e2ed6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..390f885a2cbca57cf6b4d1f7b73ee4185804f87b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-8882-7740-b9dc-9c5bf62f7b14"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ee900d2e2b5d458dc6da16541acd94867a94a9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-8882-7740-b9dc-9c5bf62f7b14"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b23e09e4d934dbb9c778a8e79adbbe854cad755 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-98e1-7a31-8c16-e971c7dc1b91"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe2dcafea2ae8a9a04cfc44bd52471c6bcb1e705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-98e1-7a31-8c16-e971c7dc1b91"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf6380568977803f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1352dcc4c2a24e56fd2aa7b764638a9c75407d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6453, "bytes_utf8": 6453, "lines": 171, "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": 823, "bytes_utf8": 823, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13907, "cached_input_tokens": 12672, "output_tokens": 726, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6e663399b172fd7e7b11aede3867b218dfd2e46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_cf822997d35b70cf", + "api_calls": 0, + "input_tokens": 13907, + "cached_input_tokens": 12672, + "output_tokens": 726, + "total_tokens": 14633, + "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": 13359.55, + "sql_execution_elapsed_ms_total": 0.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fb212972760204646beccf117d3a6515a3cb8d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:30.923161+00:00", + "ended_at": "2026-05-19T15:37:44.282747+00:00", + "elapsed_ms": 13359.55, + "prompt_metrics": { + "chars": 6453, + "bytes_utf8": 6453, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1190, + "bytes_utf8": 1190, + "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": 823, + "bytes_utf8": 823, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13907, + "cached_input_tokens": 12672, + "output_tokens": 726, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe89126ed73f5fdafbf52bf1150da9f8aa3b61e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "39.6", + "positive_value": "39.6", + "negative_value": "71.3", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f13b9cd157629ee10403791e60b6da71fa5b54a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-9334-7c83-9184-31991b93af0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CASE WHEN \\\"free_stream_velocity\\\" = '39.6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"free_stream_velocity\\\" = '71.3' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n)\\nSELECT\\n \\\"free_stream_velocity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped-ratio template with both group_col and condition_col bound to \\\"free_stream_velocity\\\". Because the grouping column and condition column are the same, most groups will yield NULL ratios and the '71.3' group will yield 0 by construction.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13907,"cached_input_tokens":12672,"output_tokens":726,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bee3532fe5397e3b61da28a315b577303f92f7a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"free_stream_velocity\",\n SUM(CASE WHEN \"free_stream_velocity\" = '39.6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"free_stream_velocity\" = '71.3' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n)\nSELECT\n \"free_stream_velocity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned grouped-ratio template with both group_col and condition_col bound to \"free_stream_velocity\". Because the grouping column and condition column are the same, most groups will yield NULL ratios and the '71.3' group will yield 0 by construction."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_cf822997d35b70cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b47e188ceca436696fda527b59ed05323a2cf77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6038, "bytes_utf8": 6038, "lines": 170, "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": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13812, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6a706259e18ebacfbd557cc4353dd24f383cfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_db5a75e17c93a58b", + "api_calls": 0, + "input_tokens": 13812, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 14213, + "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": 9022.06, + "sql_execution_elapsed_ms_total": 1.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db808ddadc0352bdbfb2ec53ea088407d92d1172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:25.396009+00:00", + "ended_at": "2026-05-19T15:36:34.418110+00:00", + "elapsed_ms": 9022.06, + "prompt_metrics": { + "chars": 6038, + "bytes_utf8": 6038, + "lines": 170, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1067, + "bytes_utf8": 1067, + "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": 683, + "bytes_utf8": 683, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13812, + "cached_input_tokens": 12032, + "output_tokens": 401, + "reasoning_output_tokens": 222 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f81210a0ae2e62f5a96412ac5871b157b7615015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,170 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "item_col": "angle_of_attack", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.1524, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d2f714fc1a22163e8907d83411557ec6afc176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-9335-7953-a419-3daa68e94f0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\",\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"chord_length\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"chord_length\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"angle_of_attack\\\", and measure_col=\\\"chord_length\\\". Cast \\\"chord_length\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13812,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":222}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c761e1e57ebf1df69942f4a51aea553b41e8e602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"free_stream_velocity\", \"angle_of_attack\",\n SUM(CAST(\"chord_length\" AS REAL)) AS total_measure,\n SUM(CAST(\"chord_length\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"chord_length\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Used the requested Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"angle_of_attack\", and measure_col=\"chord_length\". Cast \"chord_length\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db5a75e17c93a58b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f32351c5a80261fc2adefba31e6511008e962af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5875, "bytes_utf8": 5875, "lines": 171, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5875, "bytes_utf8": 5875, "lines": 171, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13763, "cached_input_tokens": 12032, "output_tokens": 477, "reasoning_output_tokens": 359}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e00fd11275542811f92e1f3eec47314fe85136c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_db84e33ecbf26b43", + "api_calls": 0, + "input_tokens": 13763, + "cached_input_tokens": 12032, + "output_tokens": 477, + "total_tokens": 14240, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14454.57, + "sql_execution_elapsed_ms_total": 0.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2b2a8b22bfb8fbfdb18b1a3a2ae9ab43908faab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:29.491199+00:00", + "ended_at": "2026-05-19T15:57:32.604909+00:00", + "elapsed_ms": 3113.68, + "returncode": 1, + "prompt_metrics": { + "chars": 5875, + "bytes_utf8": 5875, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b2968eecfa0d3ad4563b4c6e5c35c42c2eb2c1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:33.606874+00:00", + "ended_at": "2026-05-19T15:57:44.947812+00:00", + "elapsed_ms": 11340.89, + "prompt_metrics": { + "chars": 5875, + "bytes_utf8": 5875, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "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": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13763, + "cached_input_tokens": 12032, + "output_tokens": 477, + "reasoning_output_tokens": 359 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e996a377465df0ab3f68d16bdd1c81be5d936a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=chord_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "chord_length", + "condition_value": "0.0254", + "positive_value": "0.0254", + "negative_value": "0.1524", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e996a377465df0ab3f68d16bdd1c81be5d936a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=chord_length.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "chord_length", + "condition_value": "0.0254", + "positive_value": "0.0254", + "negative_value": "0.1524", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddcb475eab4f7cc1af5ba3529f72352195d9e12d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-dd26-79f3-9462-4fa6aa57a36e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea933cbec711f16ed8c1358ce6d89fbf18e11498 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-dd26-79f3-9462-4fa6aa57a36e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59de3dfa3db0f2afe05d4a1487e8e7d242ec4512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-ed4c-7982-9da1-6b2ca83f7a2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"chord_length\\\" = '0.0254' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template: groups by free_stream_velocity and computes the fraction of rows in each group where chord_length equals '0.0254'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13763,"cached_input_tokens":12032,"output_tokens":477,"reasoning_output_tokens":359}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ba664015b5701fa12a86dddebbca300e8d3bef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"chord_length\" = '0.0254' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the requested Grouped Condition Rate template: groups by free_stream_velocity and computes the fraction of rows in each group where chord_length equals '0.0254'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_db84e33ecbf26b43/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fc0a84123ebab2ce09d528c4d751614b9e40c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5703, "bytes_utf8": 5703, "lines": 168, "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": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13700, "cached_input_tokens": 12672, "output_tokens": 309, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3ab4b9f192f78a859916be89775f34e51f77e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_e28f032580310332", + "api_calls": 0, + "input_tokens": 13700, + "cached_input_tokens": 12672, + "output_tokens": 309, + "total_tokens": 14009, + "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": 9110.4, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c6f026ad9f3027c25a0800b303d6d469eff0fed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:41.544034+00:00", + "ended_at": "2026-05-19T15:39:50.654466+00:00", + "elapsed_ms": 9110.4, + "prompt_metrics": { + "chars": 5703, + "bytes_utf8": 5703, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "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": 471, + "bytes_utf8": 471, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13700, + "cached_input_tokens": 12672, + "output_tokens": 309, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b34a5d2740065db2331d07736d72a002a590129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 3150.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a1fb6bac46b15ecd3eea4faa07cc67d5c72dab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-916e-7eb2-9021-b5936fbeb881"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"frequency\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"free_stream_velocity\\\" and measure_col bound to \\\"frequency\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13700,"cached_input_tokens":12672,"output_tokens":309,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a477ec2bf9ca20bba29a532f64e82e25f9e995d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"frequency\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"free_stream_velocity\" and measure_col bound to \"frequency\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e28f032580310332/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1831da89a16af154fc1846c1dd98812f1dde0cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5765, "bytes_utf8": 5765, "lines": 166, "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": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13740, "cached_input_tokens": 12672, "output_tokens": 346, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f8648cadd811290f59bf66b8e92a79bfa435964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_e4d746dcd0be1313", + "api_calls": 0, + "input_tokens": 13740, + "cached_input_tokens": 12672, + "output_tokens": 346, + "total_tokens": 14086, + "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": 8944.21, + "sql_execution_elapsed_ms_total": 3.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73465e560fd0a895bfeea0b5118fb0431ed58e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:35.862767+00:00", + "ended_at": "2026-05-19T15:41:44.807050+00:00", + "elapsed_ms": 8944.21, + "prompt_metrics": { + "chars": 5765, + "bytes_utf8": 5765, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 872, + "bytes_utf8": 872, + "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": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13740, + "cached_input_tokens": 12672, + "output_tokens": 346, + "reasoning_output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d4f34f054500e9489794bf749be957d8275a2a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=frequency.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..589277d3f575616f89ce7b30bdda77da0dce2d49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-4ffb-7212-ab1c-5adaa2226840"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"frequency\\\" AS REAL) AS \\\"frequency\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"frequency\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n2\\\"\\n)\\nSELECT \\\"frequency\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"frequency\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"frequency\\\" and num_tiles=10. Cast \\\"frequency\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13740,"cached_input_tokens":12672,"output_tokens":346,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73fcee552c8d093414ac523f9578727cefa0b45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"frequency\" AS REAL) AS \"frequency\",\n NTILE(10) OVER (ORDER BY CAST(\"frequency\" AS REAL) DESC) AS tail_bucket\n FROM \"n2\"\n)\nSELECT \"frequency\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"frequency\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"frequency\" and num_tiles=10. Cast \"frequency\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e4d746dcd0be1313/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c5ec4c35c6abb799edeeaa64f05d9beef426576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6461, "bytes_utf8": 6461, "lines": 171, "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": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13907, "cached_input_tokens": 12672, "output_tokens": 509, "reasoning_output_tokens": 322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1356da1d3c7e95257e2f40cab326248656c391a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_e716fdb4891db7e4", + "api_calls": 0, + "input_tokens": 13907, + "cached_input_tokens": 12672, + "output_tokens": 509, + "total_tokens": 14416, + "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": 12310.45, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..113410fd2cb5a285f5cfa48b93306fbc2340ed45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:05.724459+00:00", + "ended_at": "2026-05-19T15:37:18.034944+00:00", + "elapsed_ms": 12310.45, + "prompt_metrics": { + "chars": 6461, + "bytes_utf8": 6461, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1127, + "bytes_utf8": 1127, + "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": 758, + "bytes_utf8": 758, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13907, + "cached_input_tokens": 12672, + "output_tokens": 509, + "reasoning_output_tokens": 322 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d55e8d7fa25114fdfa5711a95dd757c5620c90ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "sound_pressure_level", + "condition_value": "126.540", + "positive_value": "126.540", + "negative_value": "127.315", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8c9d4da30ba9747ac16bc25a63393dcb32b497f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-30d2-73d1-8152-ef9fdf07aed5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\",\\n SUM(CASE WHEN \\\"sound_pressure_level\\\" = '126.540' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sound_pressure_level\\\" = '127.315' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n)\\nSELECT \\\"free_stream_velocity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the provided grouped ratio template with group_col=\\\"free_stream_velocity\\\" and condition_col=\\\"sound_pressure_level\\\", comparing the two fixed condition values as exact TEXT matches in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13907,"cached_input_tokens":12672,"output_tokens":509,"reasoning_output_tokens":322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6c500f99d71a39a5a120fdf44c9f2d8e106b4e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"free_stream_velocity\",\n SUM(CASE WHEN \"sound_pressure_level\" = '126.540' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sound_pressure_level\" = '127.315' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n)\nSELECT \"free_stream_velocity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the provided grouped ratio template with group_col=\"free_stream_velocity\" and condition_col=\"sound_pressure_level\", comparing the two fixed condition values as exact TEXT matches in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_e716fdb4891db7e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a0cce6e3a638c0ee32dc895601cabc6deae010e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:19.700205+00:00", + "ended_at": "2026-05-19T16:04:23.035539+00:00", + "elapsed_ms": 3335.31, + "returncode": 1, + "prompt_metrics": { + "chars": 5787, + "bytes_utf8": 5787, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef695bdcebad2269f16b1e96ed69b29f069a26c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:24.037574+00:00", + "ended_at": "2026-05-19T16:04:26.888645+00:00", + "elapsed_ms": 2851.03, + "returncode": 1, + "prompt_metrics": { + "chars": 5787, + "bytes_utf8": 5787, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf5b91ea9bdf9ceaaf9b1b86c0ee5d41ee85f687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf5b91ea9bdf9ceaaf9b1b86c0ee5d41ee85f687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=frequency.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "frequency", + "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": 4000.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e09171f7e47b1421c983238be1d4688b690f4632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1f78-73d3-b6d0-17e108957e84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2993edb1f1691494be9336e1675a2b25c1686779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1f78-73d3-b6d0-17e108957e84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8737846612e8d0a5b13381d1b3ad6656fb0945c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3064-7981-a758-190c5dee0458"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41802056c24d38def30216584213120af8959716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3064-7981-a758-190c5dee0458"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ea5cf102dc76a794/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b530acc8ece4a6b8ea18aec5d690068dbbc797d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6179, "bytes_utf8": 6179, "lines": 168, "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": 697, "bytes_utf8": 697, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13831, "cached_input_tokens": 12032, "output_tokens": 553, "reasoning_output_tokens": 375}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c72cbef0efa19bf1517f47288a1edf58c0c2ca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_eb543dc7830d3c0a", + "api_calls": 0, + "input_tokens": 13831, + "cached_input_tokens": 12032, + "output_tokens": 553, + "total_tokens": 14384, + "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": 11766.72, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15d5fe7826a475b0e06889d9211f1e9304eb26dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:38.774482+00:00", + "ended_at": "2026-05-19T15:45:50.541223+00:00", + "elapsed_ms": 11766.72, + "prompt_metrics": { + "chars": 6179, + "bytes_utf8": 6179, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1068, + "bytes_utf8": 1068, + "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": 697, + "bytes_utf8": 697, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13831, + "cached_input_tokens": 12032, + "output_tokens": 553, + "reasoning_output_tokens": 375 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faaf2cce27684c90aaf0ef21d5877ae6316ac104 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd83ea8bdd72e43a82b0f2a13bf40432372f28a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-04f5-7ac3-bda2-c7444fa7b0b5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS group_value\\n FROM \\\"n2\\\"\\n GROUP BY \\\"free_stream_velocity\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"free_stream_velocity\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Cast \\\"chord_length\\\" from TEXT to REAL so SUM() behaves numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13831,"cached_input_tokens":12032,"output_tokens":553,"reasoning_output_tokens":375}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c34c47503832e530c820c3e5850651558bbf0704 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS group_value\n FROM \"n2\"\n GROUP BY \"free_stream_velocity\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"free_stream_velocity\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". Cast \"chord_length\" from TEXT to REAL so SUM() behaves numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_eb543dc7830d3c0a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3439433d6c443977897dea9727718fb49dc98c21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5798, "bytes_utf8": 5798, "lines": 168, "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": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13737, "cached_input_tokens": 12672, "output_tokens": 462, "reasoning_output_tokens": 328}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55051bb2e6aa34a7f1821ddafe26a7e839d77b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_ecdec29d416a6f5b", + "api_calls": 0, + "input_tokens": 13737, + "cached_input_tokens": 12672, + "output_tokens": 462, + "total_tokens": 14199, + "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": 10678.32, + "sql_execution_elapsed_ms_total": 0.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..face65b777606df4847560c3ff7292e9252005bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:48.611088+00:00", + "ended_at": "2026-05-19T16:04:59.289429+00:00", + "elapsed_ms": 10678.32, + "prompt_metrics": { + "chars": 5798, + "bytes_utf8": 5798, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 876, + "bytes_utf8": 876, + "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": 506, + "bytes_utf8": 506, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13737, + "cached_input_tokens": 12672, + "output_tokens": 462, + "reasoning_output_tokens": 328 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a5a552d7b8668970a0f8422501da1807979b56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4712c999f66c1a1eba8a28a45293b2943de19745 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-9081-7383-8e4f-20366b17a66c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"angle_of_attack\\\" AS REAL)) > 8.9\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 16;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with \\\"free_stream_velocity\\\" as the group column and summed numeric-cast \\\"angle_of_attack\\\" because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13737,"cached_input_tokens":12672,"output_tokens":462,"reasoning_output_tokens":328}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81aea6d3624666cf9813ba13c6a77a6e64a54ad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT\n \"free_stream_velocity\",\n SUM(CAST(\"angle_of_attack\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"angle_of_attack\" AS REAL)) > 8.9\nORDER BY \"total_measure\" DESC\nLIMIT 16;","notes":"Applied the planned Thresholded Group Ranking template with \"free_stream_velocity\" as the group column and summed numeric-cast \"angle_of_attack\" because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ecdec29d416a6f5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cda210ef9a1c3304101e7f5d3c755443081fca9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5551, "bytes_utf8": 5551, "lines": 166, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5551, "bytes_utf8": 5551, "lines": 166, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13679, "cached_input_tokens": 12672, "output_tokens": 253, "reasoning_output_tokens": 148}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d92c6e980e30380aa48c3cb4f1434424b21dc14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_ef1a1eba061c8458", + "api_calls": 0, + "input_tokens": 13679, + "cached_input_tokens": 12672, + "output_tokens": 253, + "total_tokens": 13932, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10930.96, + "sql_execution_elapsed_ms_total": 0.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10fbdfcd750521892f90675c6f52df4afcf1d60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:30.208848+00:00", + "ended_at": "2026-05-19T15:59:33.666874+00:00", + "elapsed_ms": 3457.99, + "returncode": 1, + "prompt_metrics": { + "chars": 5551, + "bytes_utf8": 5551, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..55deb8b6085366d016a116e38e2d1e267a4be492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:34.668307+00:00", + "ended_at": "2026-05-19T15:59:42.141307+00:00", + "elapsed_ms": 7472.97, + "prompt_metrics": { + "chars": 5551, + "bytes_utf8": 5551, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13679, + "cached_input_tokens": 12672, + "output_tokens": 253, + "reasoning_output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b31a425a1a2fc10eb014dc37caa26745fcf701dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free_stream_velocity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b31a425a1a2fc10eb014dc37caa26745fcf701dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free_stream_velocity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..705c9a2e064898e6b2e64c028d10c8be73c3db07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-b4bc-71e3-97a7-7be4379cd2bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d37b616551f85609e23cc55424cd95cc7c4e8771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-b4bc-71e3-97a7-7be4379cd2bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de1d9e37d096982fad59ce7e25b47f9c16f0dfd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-c636-7ca1-9f48-01365d3e6850"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"free_stream_velocity\\\" AS REAL) <= 71.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n2\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to free_stream_velocity and measure_threshold fixed at 71.3. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13679,"cached_input_tokens":12672,"output_tokens":253,"reasoning_output_tokens":148}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44b7e5d915956e9e74e2d2f013fd11fd87b9908f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"free_stream_velocity\" AS REAL) <= 71.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n2\";","notes":"Applied the provided Threshold Rarity CDF template with measure_col bound to free_stream_velocity and measure_threshold fixed at 71.3. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_ef1a1eba061c8458/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19ebd60a3c60c3d12cfa194641b9a995e34d58ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5719, "bytes_utf8": 5719, "lines": 168, "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": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13702, "cached_input_tokens": 12672, "output_tokens": 426, "reasoning_output_tokens": 320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8073bd47429851084d049ec7df48297ba635373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f13070f4f9a2f3d6", + "api_calls": 0, + "input_tokens": 13702, + "cached_input_tokens": 12672, + "output_tokens": 426, + "total_tokens": 14128, + "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": 9784.62, + "sql_execution_elapsed_ms_total": 2.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..920e2ecb707f2743567b1bcc6f391b26fc7a3c27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:36.724644+00:00", + "ended_at": "2026-05-19T15:40:46.509292+00:00", + "elapsed_ms": 9784.62, + "prompt_metrics": { + "chars": 5719, + "bytes_utf8": 5719, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "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": 456, + "bytes_utf8": 456, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13702, + "cached_input_tokens": 12672, + "output_tokens": 426, + "reasoning_output_tokens": 320 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b3fe44ff15d463fd5e3b121ab990b8a73674739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0aea2e706b8358bc3643dbf6e8666f23e1986a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-68ff-7543-9a4f-ea82d5a808fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"free_stream_velocity\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col and measure_col both bound to \\\"free_stream_velocity\\\". CAST to REAL is necessary because the SQLite schema stores all columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13702,"cached_input_tokens":12672,"output_tokens":426,"reasoning_output_tokens":320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05556d8397ac46d234b571d2d8726a7a67ab7e59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"free_stream_velocity\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col and measure_col both bound to \"free_stream_velocity\". CAST to REAL is necessary because the SQLite schema stores all columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f13070f4f9a2f3d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06dbe1f31ad75b91433e5ecd9210f9c868b2cb9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5646, "bytes_utf8": 5646, "lines": 168, "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": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13695, "cached_input_tokens": 12032, "output_tokens": 314, "reasoning_output_tokens": 207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9cd79fbcb803c0cdcd2c70a5b14163ba1998670 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f1d12bace0e7daa5", + "api_calls": 0, + "input_tokens": 13695, + "cached_input_tokens": 12032, + "output_tokens": 314, + "total_tokens": 14009, + "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": 7947.63, + "sql_execution_elapsed_ms_total": 2.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c0dc2dafdb465ff85c8bd8dd96152fd38f8d6a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:57.320740+00:00", + "ended_at": "2026-05-19T15:30:05.268403+00:00", + "elapsed_ms": 7947.63, + "prompt_metrics": { + "chars": 5646, + "bytes_utf8": 5646, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "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": 440, + "bytes_utf8": 440, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13695, + "cached_input_tokens": 12032, + "output_tokens": 314, + "reasoning_output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ed4dd09814ea3061534fad55d5ce990c2de575a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "displacement_thickness", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.01044, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06123dd74b9891cf7a17c73402cb0f17eb1de948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-a74f-7611-a65c-3302df0919cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"displacement_thickness\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"displacement_thickness\\\". CAST to REAL is necessary because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13695,"cached_input_tokens":12032,"output_tokens":314,"reasoning_output_tokens":207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c2d9be3d723438aa4653c2375a89fe4accb3f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"free_stream_velocity\", SUM(CAST(\"displacement_thickness\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"free_stream_velocity\" and measure_col=\"displacement_thickness\". CAST to REAL is necessary because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f1d12bace0e7daa5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..490003106380f2162760dad7ea9152ed60c259da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5805, "bytes_utf8": 5805, "lines": 168, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 5805, "bytes_utf8": 5805, "lines": 168, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13737, "cached_input_tokens": 12672, "output_tokens": 377, "reasoning_output_tokens": 244}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..697af6f0eb76fb25ec39acea41d033ec888b690e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f2be48deacc69e79", + "api_calls": 0, + "input_tokens": 13737, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14114, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19116.04, + "sql_execution_elapsed_ms_total": 0.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..faaad3815a072a862e323427055fdfebe7796e77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:18.890518+00:00", + "ended_at": "2026-05-19T16:05:21.914425+00:00", + "elapsed_ms": 3023.89, + "returncode": 1, + "prompt_metrics": { + "chars": 5805, + "bytes_utf8": 5805, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ec39e00d9dadda95755e79c720ac7ae31e9b369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:22.916263+00:00", + "ended_at": "2026-05-19T16:05:39.008446+00:00", + "elapsed_ms": 16092.15, + "prompt_metrics": { + "chars": 5805, + "bytes_utf8": 5805, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 880, + "bytes_utf8": 880, + "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": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13737, + "cached_input_tokens": 12672, + "output_tokens": 377, + "reasoning_output_tokens": 244 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc938dfd6565db2014576caa6ba8d0a5fd9a1b75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc938dfd6565db2014576caa6ba8d0a5fd9a1b75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "free_stream_velocity", + "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": 71.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed04dc0ea5ae77344491bcdb5e7a7f45ad797b14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-06ae-7c42-8840-626da296e3e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11fce11ad6a0c2b628fca7b08642454cef4ba85f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-06ae-7c42-8840-626da296e3e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8400dc95a61bc62c354710c6a45abdeaf8ebd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-1678-7f60-b5d4-a0adcdb2ef5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT\\n \\\"free_stream_velocity\\\",\\n SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) > 71.3\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col and measure_col both bound to \\\"free_stream_velocity\\\". Used CAST(... AS REAL) because the SQLite schema stores all columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13737,"cached_input_tokens":12672,"output_tokens":377,"reasoning_output_tokens":244}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa541d1929bc8e2e50cafd49133be406681a52dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT\n \"free_stream_velocity\",\n SUM(CAST(\"free_stream_velocity\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"free_stream_velocity\" AS REAL)) > 71.3\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Applied the required Thresholded Group Ranking template with group_col and measure_col both bound to \"free_stream_velocity\". Used CAST(... AS REAL) because the SQLite schema stores all columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f2be48deacc69e79/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1026e1f8f12b5d111b71345bb6ba0a40c6f7090c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5882, "bytes_utf8": 5882, "lines": 171, "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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13759, "cached_input_tokens": 12672, "output_tokens": 420, "reasoning_output_tokens": 304}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac2eac295d2ad9e194b56837ed45a6e44a08bdcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f5c7f09c9d859fd7", + "api_calls": 0, + "input_tokens": 13759, + "cached_input_tokens": 12672, + "output_tokens": 420, + "total_tokens": 14179, + "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": 13183.11, + "sql_execution_elapsed_ms_total": 0.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0dfe36d4b2be29d467b15df79763cdcd0285d367 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:50.754388+00:00", + "ended_at": "2026-05-19T15:59:03.937524+00:00", + "elapsed_ms": 13183.11, + "prompt_metrics": { + "chars": 5882, + "bytes_utf8": 5882, + "lines": 171, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "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": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13759, + "cached_input_tokens": 12672, + "output_tokens": 420, + "reasoning_output_tokens": 304 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82ac3ea96b0324d76732c9128ab9087b961ec51c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,171 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=free_stream_velocity.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "free_stream_velocity", + "condition_col": "free_stream_velocity", + "condition_value": "39.6", + "positive_value": "39.6", + "negative_value": "71.3", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e079365602625b26d91b33617e0ff01431caddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-1a85-7843-8c98-a98d3d4e6898"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"free_stream_velocity\\\",\\n AVG(CASE WHEN \\\"free_stream_velocity\\\" = '39.6' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template exactly as bound: group_col=\\\"free_stream_velocity\\\", condition_col=\\\"free_stream_velocity\\\", condition_value='39.6'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13759,"cached_input_tokens":12672,"output_tokens":420,"reasoning_output_tokens":304}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..876f51c8a119905eefcb1ea994c6412c4ea202e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"free_stream_velocity\",\n AVG(CASE WHEN \"free_stream_velocity\" = '39.6' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template exactly as bound: group_col=\"free_stream_velocity\", condition_col=\"free_stream_velocity\", condition_value='39.6'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f5c7f09c9d859fd7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5867f11e7139a368eab94f3d4e122fad8337f8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5558, "bytes_utf8": 5558, "lines": 166, "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": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13682, "cached_input_tokens": 12032, "output_tokens": 284, "reasoning_output_tokens": 180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69bc38b486332d7b5fbf78d392dd1d1105f698bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f6ba4b6d88d4b6ee", + "api_calls": 0, + "input_tokens": 13682, + "cached_input_tokens": 12032, + "output_tokens": 284, + "total_tokens": 13966, + "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": 8456.46, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e872542d88393bff038d6461bd40599ccb032b04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:42.144936+00:00", + "ended_at": "2026-05-19T15:59:50.601416+00:00", + "elapsed_ms": 8456.46, + "prompt_metrics": { + "chars": 5558, + "bytes_utf8": 5558, + "lines": 166, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "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": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13682, + "cached_input_tokens": 12032, + "output_tokens": 284, + "reasoning_output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4ec3e5e4a8daa203a81d3e4c6d3c81b3c78068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,166 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement_thickness.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "displacement_thickness", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.015576, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5cb7872b75d5605a8d015b12f90fcdc79fcbfc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-e350-7ac0-ab36-5e87a0b08fc3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"displacement_thickness\\\" AS REAL) <= 0.015576 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n2\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to displacement_thickness and threshold 0.015576. CAST to REAL is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13682,"cached_input_tokens":12032,"output_tokens":284,"reasoning_output_tokens":180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..325178ad823ed6c54ce5ae59ad95afe5d4dc8933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"displacement_thickness\" AS REAL) <= 0.015576 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n2\";","notes":"Applied the provided Threshold Rarity CDF template with measure_col bound to displacement_thickness and threshold 0.015576. CAST to REAL is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6ba4b6d88d4b6ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f58cbe22a9446e1a7183710188b90a268da5c4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5710, "bytes_utf8": 5710, "lines": 168, "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": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13705, "cached_input_tokens": 12672, "output_tokens": 328, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..855ff93b16b2db36b81c32fea2d77848f99d2495 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f6e36506a3d138e4", + "api_calls": 0, + "input_tokens": 13705, + "cached_input_tokens": 12672, + "output_tokens": 328, + "total_tokens": 14033, + "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": 8983.49, + "sql_execution_elapsed_ms_total": 4.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba9a77aa769c953a50016fb713036412b598fed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:14.952151+00:00", + "ended_at": "2026-05-19T15:40:23.935674+00:00", + "elapsed_ms": 8983.49, + "prompt_metrics": { + "chars": 5710, + "bytes_utf8": 5710, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "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": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13705, + "cached_input_tokens": 12672, + "output_tokens": 328, + "reasoning_output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9c69a2985ad586e289e91a4dc4bb7755434872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "chord_length", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.2286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7408dbdae519025945ff9324a39c71b5f1a5262 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-13d7-7ea2-b015-0287a142b928"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"chord_length\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13705,"cached_input_tokens":12672,"output_tokens":328,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f05d2dd063369c670fa53560936137f2e871a961 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n AVG(CAST(\"chord_length\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f6e36506a3d138e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da26820a935b61a3bd3e5f92f81c5862e1a96e27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5713, "bytes_utf8": 5713, "lines": 168, "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": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13703, "cached_input_tokens": 12672, "output_tokens": 626, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd99e1381b39a06ac66e9f27f32117b3aaf5cb5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/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": "n2", + "model": "v2-cli:codex", + "run_id": "v2q_n2_f958417b11c0fb29", + "api_calls": 0, + "input_tokens": 13703, + "cached_input_tokens": 12672, + "output_tokens": 626, + "total_tokens": 14329, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13514.29, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f2efb28049760d58ca5438f919211ac81295682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:01.427567+00:00", + "ended_at": "2026-05-19T15:40:14.941897+00:00", + "elapsed_ms": 13514.29, + "prompt_metrics": { + "chars": 5713, + "bytes_utf8": 5713, + "lines": 168, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 813, + "bytes_utf8": 813, + "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": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13703, + "cached_input_tokens": 12672, + "output_tokens": 626, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b400eaa011ade97ef5d836fdb9861080c7c033b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,168 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n2 +- dataset_name: Airfoil Self-Noise +- table_name: n2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition. +- task_type: regression +- target_column: sound_pressure_level +- main_row_count: 1503 +- important_fields: +- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency. +- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack. +- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length. +- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition. +- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness. +- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response. +- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']] +- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level'] +- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise + +SQLite schema snapshot: +{ + "table_name": "n2", + "quoted_table_name": "\"n2\"", + "row_count": 1503, + "columns": [ + { + "name": "frequency", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "angle_of_attack", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chord_length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free_stream_velocity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement_thickness", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sound_pressure_level", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "frequency": "800", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "126.201" + }, + { + "frequency": "1000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.201" + }, + { + "frequency": "1250", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "125.951" + }, + { + "frequency": "1600", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.591" + }, + { + "frequency": "2000", + "angle_of_attack": "0", + "chord_length": "0.3048", + "free_stream_velocity": "71.3", + "displacement_thickness": "0.00266337", + "sound_pressure_level": "127.461" + } + ] +} + +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": "n2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=free_stream_velocity, measure_col=angle_of_attack.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "free_stream_velocity", + "measure_col": "angle_of_attack", + "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": 8.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bcb8c6477f0c749c2887a7350d372d759531fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-df29-7032-b1c9-0268085136a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"free_stream_velocity\\\",\\n AVG(CAST(\\\"angle_of_attack\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"angle_of_attack\\\". CAST to REAL is necessary because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13703,"cached_input_tokens":12672,"output_tokens":626,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0db2a9638d10aa953898f5fc4147ef83040695 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"free_stream_velocity\",\n AVG(CAST(\"angle_of_attack\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"free_stream_velocity\" and measure_col=\"angle_of_attack\". CAST to REAL is necessary because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_f958417b11c0fb29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391