diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd0a7bac53afd0fb8a40f7be85b7eac2d1ea6946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:17.108765+00:00", + "ended_at": "2026-05-19T16:21:20.295744+00:00", + "elapsed_ms": 3186.95, + "returncode": 1, + "prompt_metrics": { + "chars": 6167, + "bytes_utf8": 6167, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c21833ecc8b912ad3e663b83b8c1605b099eb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:21.297846+00:00", + "ended_at": "2026-05-19T16:21:24.665541+00:00", + "elapsed_ms": 3367.66, + "returncode": 1, + "prompt_metrics": { + "chars": 6167, + "bytes_utf8": 6167, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee0b3accfe668e2f06ab24ca0214849ccefa07ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=white_piece0_file, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_file", + "condition_col": "class", + "condition_value": "b", + "positive_value": "w", + "negative_value": "b", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee0b3accfe668e2f06ab24ca0214849ccefa07ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=white_piece0_file, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_file", + "condition_col": "class", + "condition_value": "b", + "positive_value": "w", + "negative_value": "b", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61888b8be4adf791281f146d59d402b33508d510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a5c5-7322-9d9d-aa0b095df129"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..834578435bc381df5d87b29012a732efcfa2a78e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-a5c5-7322-9d9d-aa0b095df129"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b5e4034c84b514eec2348ccf1b649ae832c586b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-b612-7622-8a76-e980b0b34d3a"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02736124dffbf77a0dd224f5c15dfa2ebdd54550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-b612-7622-8a76-e980b0b34d3a"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_0a17cb5c1340345e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29e5a6bf5a58736d5ce6134686138bdece86c953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_25608dad21edeaa5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e05b-78d0-b894-f4d9347718e3"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a22d3fadd4f4115d9fb3362f9a7425ea5d71681e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:53.592405+00:00", + "ended_at": "2026-05-19T16:12:57.129194+00:00", + "elapsed_ms": 3536.76, + "returncode": 1, + "prompt_metrics": { + "chars": 6247, + "bytes_utf8": 6247, + "lines": 184, + "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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6070e8068c04b3249a508ddedb1337dc87e17079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:58.130675+00:00", + "ended_at": "2026-05-19T16:13:00.924052+00:00", + "elapsed_ms": 2793.35, + "returncode": 1, + "prompt_metrics": { + "chars": 6247, + "bytes_utf8": 6247, + "lines": 184, + "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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4eae1913830265e3af5aa495fe12a67c34b3ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=white_piece0_rank, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "white_piece0_rank", + "group_col_2": "class", + "predicate_col": "white_piece0_strength", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4eae1913830265e3af5aa495fe12a67c34b3ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c20", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=white_piece0_rank, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "white_piece0_rank", + "group_col_2": "class", + "predicate_col": "white_piece0_strength", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bab5dd67fd0363629fd2f0511aa5bb1a82e93acf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f6dd-7461-a6a2-412c3309113d"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a57161ee242c3a950d95a83bacb883ce5818ffee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f6dd-7461-a6a2-412c3309113d"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd41afc2f4eaf2b4b11c74debf863ea6bebe1699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0889-71d2-9ee1-bfb185c0b878"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c864369f370ccb4dff52229b9c8915681efe41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0889-71d2-9ee1-bfb185c0b878"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_26559515792d7ba3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce3316ee2e427e914a33f6aa91a76ff19e0be64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:31.742715+00:00", + "ended_at": "2026-05-19T16:20:34.766099+00:00", + "elapsed_ms": 3023.35, + "returncode": 1, + "prompt_metrics": { + "chars": 6175, + "bytes_utf8": 6175, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12abbaf1998ce3b0ff19bf333eba1de3ea2b155b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:35.768975+00:00", + "ended_at": "2026-05-19T16:20:45.350888+00:00", + "elapsed_ms": 9581.85, + "returncode": 1, + "prompt_metrics": { + "chars": 6175, + "bytes_utf8": 6175, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..937d66e0f02b389b47b2fef899bf1253e1844067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=black_piece0_strength.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "black_piece0_strength", + "condition_value": "6", + "positive_value": "0", + "negative_value": "6", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..937d66e0f02b389b47b2fef899bf1253e1844067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=black_piece0_strength.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "black_piece0_strength", + "condition_value": "6", + "positive_value": "0", + "negative_value": "6", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aed5d6300e03a78ae36bc1b42d981ec2bca3461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f482-7141-84a0-642f9f64deb3"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad048f7ab422ddf8e6f9ea6dbc28e1923928f681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f482-7141-84a0-642f9f64deb3"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..423be0ccd0317e74018bea2976afc2260f9c5de3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-045f-7262-a8d9-c8991ad144da"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f0c2aca5f3847c6af6b7d00ae248581b4cb4ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-045f-7262-a8d9-c8991ad144da"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_384948bc8d00ba56/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..371e7e2e1909364f6ad1817efab74aeb9707564b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:10.272683+00:00", + "ended_at": "2026-05-19T16:21:13.180698+00:00", + "elapsed_ms": 2907.99, + "returncode": 1, + "prompt_metrics": { + "chars": 6160, + "bytes_utf8": 6160, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a6c2c5585d76c8b1161e7b2a44a0df5708262d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=white_piece0_file, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_file", + "condition_col": "class", + "condition_value": "w", + "positive_value": "w", + "negative_value": "b", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a6c2c5585d76c8b1161e7b2a44a0df5708262d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=white_piece0_file, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "white_piece0_file", + "condition_col": "class", + "condition_value": "w", + "positive_value": "w", + "negative_value": "b", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6da526d704188d68ce97ce59c1adc6daf2bd81e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-8b12-7181-a7d5-02ab10ebc52e"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a44bc85b5a216d8548b928b53284e9e3eea3b1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-8b12-7181-a7d5-02ab10ebc52e"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2f600ab2088e82e1081341b2919d76c4dbb3eca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9a63-7050-ad4f-d21668ffc8e8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..774fcb86bd617f8ea02cb6b944a3372d815bba35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-9a63-7050-ad4f-d21668ffc8e8"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_4093d2e88507df7c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00ccbb59535a43373b05f7ccd16c4815dffe98df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:40.951597+00:00", + "ended_at": "2026-05-19T16:19:44.195430+00:00", + "elapsed_ms": 3243.81, + "returncode": 1, + "prompt_metrics": { + "chars": 6127, + "bytes_utf8": 6127, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d2a9e4c9d944cab3549fef20de28feefccc93e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:45.197504+00:00", + "ended_at": "2026-05-19T16:19:48.229425+00:00", + "elapsed_ms": 3031.87, + "returncode": 1, + "prompt_metrics": { + "chars": 6127, + "bytes_utf8": 6127, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..916ea3b555344c111b8b369d38497f2c5c62530e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..916ea3b555344c111b8b369d38497f2c5c62530e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n 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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..146d87eb405a835e1a81c1e4a8c1b304d4ae1c5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2e2b-7691-b277-b141870e8253"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b25d0c5f9d4cc29b5714b3472ab657e3baf72c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2e2b-7691-b277-b141870e8253"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fd598d3e7be123f5dbb2e0380547f7e6d4c1183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3eb6-76f2-bc5c-b0039dd7984b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d800e9a64a73faa51c868f88cc36c86c4d7037c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3eb6-76f2-bc5c-b0039dd7984b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_47e70cc7a126c872/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7688791240716e75acd0ff1860e03494f8d1d829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:50.099750+00:00", + "ended_at": "2026-05-19T16:26:53.272293+00:00", + "elapsed_ms": 3172.47, + "returncode": 1, + "prompt_metrics": { + "chars": 5919, + "bytes_utf8": 5919, + "lines": 178, + "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_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1654f6287b9166bfdf8ae22423ec066da55b86f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-baee-7840-b2cd-9019e0d74413"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_5fd8588b7ef393f9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..906028f78b9e1cd1d34219f50792c65a313e16b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:24.022561+00:00", + "ended_at": "2026-05-19T16:13:27.177397+00:00", + "elapsed_ms": 3154.81, + "returncode": 1, + "prompt_metrics": { + "chars": 6108, + "bytes_utf8": 6108, + "lines": 178, + "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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14970ee08a0e4f3e93f8612512623d2a41a5d5c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:28.179369+00:00", + "ended_at": "2026-05-19T16:13:31.369389+00:00", + "elapsed_ms": 3189.98, + "returncode": 1, + "prompt_metrics": { + "chars": 6108, + "bytes_utf8": 6108, + "lines": 178, + "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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffcfdd5ff3e2f98013da3160aedbdf943c1330e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=black_piece0_strength.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "black_piece0_strength", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffcfdd5ff3e2f98013da3160aedbdf943c1330e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=black_piece0_strength.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "black_piece0_strength", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH 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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be2082eec8b142fffa34304e3dbb49736faaedb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6de2-7811-86b5-fa9b283acaf4"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d62c9acb4cc9edd62d41f363b0ad5acd3ce8dd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6de2-7811-86b5-fa9b283acaf4"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d4e97eb3c1345aaf9ad99b85773cbcf2a2a6057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7dfa-7eb3-aafc-7287b715ca6b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ce076d6ef34b2a25ee92068d915cb381d161e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7dfa-7eb3-aafc-7287b715ca6b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_763566484702c524/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f4e25c087508f8bd8575ac2e8a7236923f88113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:52.334036+00:00", + "ended_at": "2026-05-19T16:22:55.356339+00:00", + "elapsed_ms": 3022.27, + "returncode": 1, + "prompt_metrics": { + "chars": 6191, + "bytes_utf8": 6191, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35eba9ba3a387e3e04a14663d5c45db28686ee7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:56.358494+00:00", + "ended_at": "2026-05-19T16:23:00.301826+00:00", + "elapsed_ms": 3943.28, + "returncode": 1, + "prompt_metrics": { + "chars": 6191, + "bytes_utf8": 6191, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b04b93298b91432e415eafccebd1329b8fc5c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=black_piece0_rank, condition_col=black_piece0_file.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "black_piece0_rank", + "condition_col": "black_piece0_file", + "condition_value": "6", + "positive_value": "0", + "negative_value": "6", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b04b93298b91432e415eafccebd1329b8fc5c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=black_piece0_rank, condition_col=black_piece0_file.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "black_piece0_rank", + "condition_col": "black_piece0_file", + "condition_value": "6", + "positive_value": "0", + "negative_value": "6", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28cd34bf4faa6ef60b3207749b1471256098feef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-1a3e-76b3-9664-daab186c2dc3"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cfea5c565c309f6aa3aead3e69d317419f886c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-1a3e-76b3-9664-daab186c2dc3"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb77e800d88b8ad0c898222fb795ac88682c64cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-29d8-75c1-8157-d6413f4b4aef"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b1dc6bfafa8f37253ebcd2c813a392e89df544f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-29d8-75c1-8157-d6413f4b4aef"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_bda196c7fcfd0d42/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0a9952c65244f2f2f5023f84c3a49909f5e51c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:33.730187+00:00", + "ended_at": "2026-05-19T16:19:36.524741+00:00", + "elapsed_ms": 2794.53, + "returncode": 1, + "prompt_metrics": { + "chars": 6127, + "bytes_utf8": 6127, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06c94575fa8c8cfb607ff4f988835ca83cc8d350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:37.527201+00:00", + "ended_at": "2026-05-19T16:19:40.949049+00:00", + "elapsed_ms": 3421.8, + "returncode": 1, + "prompt_metrics": { + "chars": 6127, + "bytes_utf8": 6127, + "lines": 180, + "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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..225c7a1202ad5af691867b76ae3d2d86cf7508d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..225c7a1202ad5af691867b76ae3d2d86cf7508d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_rank.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_rank", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf92c5d4f968030132926b5ab86f2aa73905bc76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-11e3-7961-95bf-bad470ff8d1b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b651aadebb0c7a0851c12be37f39e0b3e59a677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-11e3-7961-95bf-bad470ff8d1b"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5019768113d5031441fce69af0b16d0c588d525c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-20c3-7ab3-b5ba-dcb9bf842a26"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..274f49bad1bfeca1d5a4b265fc70e5f4f154fe8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-20c3-7ab3-b5ba-dcb9bf842a26"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_c00c460490ccd9b6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a0811d90aa1dee68242c77f5706cea9d92fad7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:15.823923+00:00", + "ended_at": "2026-05-19T16:23:18.879240+00:00", + "elapsed_ms": 3055.27, + "returncode": 1, + "prompt_metrics": { + "chars": 6147, + "bytes_utf8": 6147, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c42ae4ea7226f25481e5d4d65174261ac6b95a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:19.883762+00:00", + "ended_at": "2026-05-19T16:23:22.981515+00:00", + "elapsed_ms": 3097.67, + "returncode": 1, + "prompt_metrics": { + "chars": 6147, + "bytes_utf8": 6147, + "lines": 183, + "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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c188de1a8ba50d90519568f2ee4de0ad4355be26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "b", + "positive_value": "w", + "negative_value": "b", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c188de1a8ba50d90519568f2ee4de0ad4355be26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "b", + "positive_value": "w", + "negative_value": "b", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74736bc466f33e1c4f75b9e8b15bac02c0f7df7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-75d0-7222-908e-9e2b7a827386"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50690ca0d8012431af2ee724d9b47663e2c86078 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-75d0-7222-908e-9e2b7a827386"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..506dcf9fc3323d5ee2a65ff02417f265bf21b558 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-85be-7ad3-8527-22841954bd4f"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11eab0908558fe121f59b64dc23f2e6d34bb8a87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-85be-7ad3-8527-22841954bd4f"} +{"type":"turn.started"} +{"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_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e33e7e93ba6b4522/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..344cd3dff541dbfc7e2bb84f707bf44f5a0eac6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5950, "bytes_utf8": 5950, "lines": 180, "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": 13807, "cached_input_tokens": 12288, "output_tokens": 477, "reasoning_output_tokens": 365}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc616597626d2e4c17248a0cbf7b666f804fb873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/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": "c20", + "model": "v2-cli:codex", + "run_id": "v2q_c20_e5fa3aa691198019", + "api_calls": 0, + "input_tokens": 13807, + "cached_input_tokens": 12288, + "output_tokens": 477, + "total_tokens": 14284, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10625.11, + "sql_execution_elapsed_ms_total": 22.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe2c15c288890f1cb177fd4e9d1e2846c5fcb44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/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": "2026-05-19T16:03:41.518303+00:00", + "ended_at": "2026-05-19T16:03:52.143446+00:00", + "elapsed_ms": 10625.11, + "prompt_metrics": { + "chars": 5950, + "bytes_utf8": 5950, + "lines": 180, + "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": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13807, + "cached_input_tokens": 12288, + "output_tokens": 477, + "reasoning_output_tokens": 365 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_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_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d291f436e8067fb77e8bdc6ebc84c3bb5a2f92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c20 +- dataset_name: C20 +- table_name: c20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 6 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 44819 +- important_fields: +- white_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 strength. +- white_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 file. +- white_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for white piece0 rank. +- black_piece0_strength: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 strength. +- black_piece0_file: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 file. +- black_piece0_rank: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for black piece0 rank. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['white_piece0_strength', 'white_piece0_file', 'class'], ['white_piece0_strength', 'white_piece0_strength', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/41027 + +SQLite schema snapshot: +{ + "table_name": "c20", + "quoted_table_name": "\"c20\"", + "row_count": 44819, + "columns": [ + { + "name": "white_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "white_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_strength", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_file", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "black_piece0_rank", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "white_piece0_strength": "0", + "white_piece0_file": "1", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "2", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "4", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "5", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + }, + { + "white_piece0_strength": "0", + "white_piece0_file": "6", + "white_piece0_rank": "8", + "black_piece0_strength": "0", + "black_piece0_file": "0", + "black_piece0_rank": "8", + "class": "w" + } + ] +} + +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": "c20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=white_piece0_file, measure_col=white_piece0_file.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "white_piece0_file", + "measure_col": "white_piece0_file", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ec76dcd23c423b119cbf9c4c3b58abf859990bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-8a65-7573-864b-1ae08b57ecac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"white_piece0_file\\\", SUM(CAST(\\\"white_piece0_file\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c20\\\"\\nGROUP BY \\\"white_piece0_file\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"white_piece0_file\\\" and measure_col=\\\"white_piece0_file\\\". The measure is CAST to INTEGER because the schema stores these numeric-like values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13807,"cached_input_tokens":12288,"output_tokens":477,"reasoning_output_tokens":365}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be84cee22b203404f80f3a3836eddb23b6ab451a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"white_piece0_file\", SUM(CAST(\"white_piece0_file\" AS INTEGER)) AS total_measure\nFROM \"c20\"\nGROUP BY \"white_piece0_file\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"white_piece0_file\" and measure_col=\"white_piece0_file\". The measure is CAST to INTEGER because the schema stores these numeric-like values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c20/artifacts/v2q_c20_e5fa3aa691198019/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391